{"as_of":"2026-08-08T06:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d7b40a2f1fb5a4fbdeb4433b7a19fbe35c5d324f64fec020173ae15dab369f9f","coverage":[{"denominator":73,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":73,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T00:12:27.020712Z","state":"measured"},{"denominator":73,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":73,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.01458/citation-record","integrity":"/paper/2608.01458/integrity","json":"/paper/2608.01458/citation-record.json","paper":"/paper/2608.01458"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:22.462020Z","title":"Can LLM s Express Personality Across Cultures? Introducing C ultural P ersonas for Evaluating Trait Alignment","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.462020Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:7868bb37f8aa9dc796b2355c2ce4dd91817c9dc13527bc7591a3a4920605288d","observation_id":"fb2450c7-c7a7-4f89-911a-045871ef1a2a","resolution":{"observed_at":"2026-08-06T00:12:22.462020Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:22.479024Z","title":"Social IQ a: Commonsense Reasoning about Social Interactions","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.479024Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:17929adef78c98d7785acf7009c4629c49f1757abb970aad7c6e8e4cd92ead06","observation_id":"d38fb6e2-78c1-47e5-a607-6937dc474d1b","resolution":{"observed_at":"2026-08-06T00:12:22.479024Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2510.17516","last_updated":"2026-04-13T07:04:29Z","snapshot_observed_at":"2026-07-06T22:33:34.164422Z","submitted_at":"2025-10-20T13:14:38Z","title":"SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.17516","snapshot_observed_at":"2026-08-06T00:12:22.488572Z","title":"arXiv preprint arXiv:2510.17516 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.488572Z"},"links":{"cited_paper":"/paper/2510.17516","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:37d7588f0ebb53be264b097e652e15bf8b75fe1407665dc2adcb644568876e9c","observation_id":"2963429c-ac63-432e-b407-050b70605d12","resolution":{"observed_at":"2026-08-06T00:12:22.488572Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:22.502834Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.502834Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:2d14bf0ff465c6f11b090bba1887cd601ae4108324021395f9d20848d6c891a7","observation_id":"ec818131-9cb9-4963-b789-9f536b4dc4f5","resolution":{"observed_at":"2026-08-06T00:12:22.502834Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:22.518221Z","title":"Findings of the Association for Computational Linguistics: NAACL 2025 , pages=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.518221Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:b00a37e4e292e4e863a04f59b376fce330d511edface1085d1b656857471444b","observation_id":"13c2fbb3-86ea-4307-a9ac-30848f3aada0","resolution":{"observed_at":"2026-08-06T00:12:22.518221Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.01352","last_updated":"2026-03-02T20:56:17Z","snapshot_observed_at":"2026-08-04T07:18:25.941807Z","submitted_at":"2025-07-02T04:40:29Z","title":"Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.01352","snapshot_observed_at":"2026-08-06T00:12:22.532817Z","title":"arXiv preprint arXiv:2507.01352 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.532817Z"},"links":{"cited_paper":"/paper/2507.01352","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:29d592d5d2b11e6c679ee90fc01dc8f73b3c1b8ca6c0125c35a85fd0aacaa6f0","observation_id":"ca19891c-7267-437a-881e-fc9b1100054f","resolution":{"observed_at":"2026-08-06T00:12:22.532817Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2604.07343","last_updated":"2026-07-30T00:53:05Z","snapshot_observed_at":"2026-08-02T23:16:51.675019Z","submitted_at":"2026-04-08T17:55:00Z","title":"Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.07343","snapshot_observed_at":"2026-08-06T00:12:22.546714Z","title":"arXiv preprint arXiv:2604.07343 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.546714Z"},"links":{"cited_paper":"/paper/2604.07343","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:39fb2918dfc7ad656ac9d7eaf0fd0c541b021d65e8077be1dcfd36ff50d77d97","observation_id":"f95b66fb-aed3-4142-9e0a-128291ba5ae1","resolution":{"observed_at":"2026-08-06T00:12:22.546714Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:31.611258Z","title":"Journal of research in personality , volume=","venue":null,"work_id":"5634df75-af63-4ef4-abe3-89c13c967a40","year":2014},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.558659Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:51bd5f6f616e6353651f2f66bcc8ff716f284da46319041aa258807ce2fd67c9","observation_id":"2d9cc26f-cba1-4c31-ae4b-de7100801af6","resolution":{"observed_at":"2026-08-06T00:12:31.656623Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:31.484757Z","title":null,"venue":null,"work_id":"8e387ad0-ca73-4085-a38b-66b115782d29","year":2023},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.572153Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:71867a2a36b242f047ed52deb69d0a773fc0b07ed56b5a8ba2850c9632b1218c","observation_id":"98a1c0c4-e44f-478b-b0e1-3f77a182f45e","resolution":{"observed_at":"2026-08-06T00:12:31.541174Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:31.388984Z","title":"The Fourteenth International Conference on Learning Representations , year=","venue":null,"work_id":"00551917-1091-4f9e-b9df-9d0b8c75cb58","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.586007Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:a83881366a7ca8dcd5cef47448d4eb6931d25683d1a431b9bbee85462df054de","observation_id":"fff6e4e6-cfd0-424d-b6cf-efc51ac0dfed","resolution":{"observed_at":"2026-08-06T00:12:31.411799Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:31.258961Z","title":"Journal of Cross-Cultural Psychology , volume=","venue":null,"work_id":"d0c7a32e-438a-4ea5-9f63-013b884d83dd","year":2015},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.707255Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:619e469645715f720b491374c771f78ea32aefc306df33540d11310c7bbcd6cf","observation_id":"cab4616c-6ed6-4b31-bb79-3beca4dbb81f","resolution":{"observed_at":"2026-08-06T00:12:31.315933Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:31.145138Z","title":"Annual review of psychology , volume=","venue":null,"work_id":"f6bd86b7-5ea8-49a0-a183-5104e3004764","year":2022},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.750446Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:68b6db66708b882f3e6e42670b4e72b16863531f2fcb59eb50908d5e5222eabf","observation_id":"56e4f9f8-38cf-4683-8b6c-394b9062fe03","resolution":{"observed_at":"2026-08-06T00:12:31.183753Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:31.054721Z","title":"Proceedings of the 2018 conference on empirical methods in natural language processing , pages=","venue":null,"work_id":"f68b4df0-6187-4d52-bc77-82c372449157","year":2018},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.818751Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:5efd92be0f5004985ec4dbac00a640623146c590313403a72751ef15142c8978","observation_id":"1012b812-8601-4ec9-a523-1e533102f11d","resolution":{"observed_at":"2026-08-06T00:12:31.100492Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.911541Z","title":"2006 , publisher=","venue":null,"work_id":"70bf7ac2-e1d0-42c6-8120-d65bcaba6182","year":2006},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.883504Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:20749fef33e2b3d038917f1c273675b2813b130842a0fe32c1d99af6085dc911","observation_id":"544a366b-6c98-4a94-905f-6baba0adc6af","resolution":{"observed_at":"2026-08-06T00:12:30.965486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.817000Z","title":"Folk psychology and the philosophy of mind , pages=","venue":null,"work_id":"f6e61f0b-0f54-4e5d-8eb7-4635937530ef","year":2013},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.956512Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:7b5adcb164082b46e896798bac85654ef14a033374ad24b6413142c55f777ccf","observation_id":"d9c73fd9-f262-4f16-8c93-7819a7c257d0","resolution":{"observed_at":"2026-08-06T00:12:30.849309Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:22.999314Z","title":"Proceedings of the National Academy of Sciences , volume=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:22.999314Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:fea6d26886566a4b9d1c6284142cacca28f8f23a0f89550eedf4af09e8e717b5","observation_id":"a179a2a7-8dd7-4914-8aab-a5d0cbc7013c","resolution":{"observed_at":"2026-08-06T00:12:22.999314Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.048440Z","title":", author=","venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.048440Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:eb9fa28b372f5f81747f830ad3b3e350e5996861bde782c9de43709ad03a37f6","observation_id":"5e09aee7-1421-466e-801e-270dc0dcccad","resolution":{"observed_at":"2026-08-06T00:12:23.048440Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.733324Z","title":"Advances in Experimental Social Psychology , year=","venue":null,"work_id":"889986ca-0fbb-4f4c-8f09-32217a8506a3","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.103854Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:ae37505208a68bd5f26dea4c07827e0295b5758573c7be7497143f35bf86fb00","observation_id":"d820509a-6cc2-43c8-9952-03abfaff45ad","resolution":{"observed_at":"2026-08-06T00:12:30.771333Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.630882Z","title":"Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":"8ca1e8e4-4d63-4a81-85c6-0d006c328548","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.188000Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:83d62fdabbcef6c7425cb0c5a204913af26d01a5bff1e393289aeaa4d4694267","observation_id":"f67df50e-a23f-48d1-8c15-4b56b32b3f0c","resolution":{"observed_at":"2026-08-06T00:12:30.671635Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2601.14172","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.148781Z","title":"arXiv preprint arXiv:2601.14172 , year=","venue":null,"work_id":"348a47ae-32f1-4086-abbe-d0e06501b9c0","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.289577Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:7e430e0d3bf50d45f8825840d75491d04b729ca4f5a3e58edff056c5f7c79252","observation_id":"0285d08b-15d9-45a4-89f4-6752f332ae5e","resolution":{"observed_at":"2026-08-06T00:12:28.206077Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.526881Z","title":"Daedalus , volume=","venue":null,"work_id":"6233a9d0-bdbc-4b41-bc34-243e34a5813f","year":2004},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.335732Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:624893fa6afca0e2f955073946c1fca166bd907b7a3584191079e591d742f6a9","observation_id":"b63d917c-5dd1-4928-8d48-6bfd0d865e4b","resolution":{"observed_at":"2026-08-06T00:12:30.582581Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.395112Z","title":"Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.395112Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:c892a80929010d8dbb40cd1dec69903893bf17026d48c6cfbb14190d5808531a","observation_id":"23d59490-ab3f-4a63-962f-204758d373c4","resolution":{"observed_at":"2026-08-06T00:12:23.395112Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.455748Z","title":"arXiv preprint arXiv:2511.11790 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.455748Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:cb3b84770c352e17996774b5c76e92f2fb1050889f2c0487a705cbe21dd8093e","observation_id":"cb245eb0-a4d9-4dbd-b10e-6ac779e1c419","resolution":{"observed_at":"2026-08-06T00:12:23.455748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.385369Z","title":"2001 , publisher=","venue":null,"work_id":"876cca56-fbb4-429d-9be5-bd4d57a039bc","year":2001},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.564826Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:6825ee2d05b8f78689b26c5756320fa07175ad51fb2d208d5adde5130ec21810","observation_id":"9cb11efe-e307-4e76-b8a3-10de59b78523","resolution":{"observed_at":"2026-08-06T00:12:30.473606Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.650885Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.650885Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:887b10f33e2c26dfb0daa996cc7edc746d37dbd82fb2b72788a3ed8832e03b27","observation_id":"a58c4142-91e6-4f49-b2ca-e4dcc6683fa2","resolution":{"observed_at":"2026-08-06T00:12:23.650885Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.667507Z","title":"Advances in Neural Information Processing Systems , editor=","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.667507Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:0e65c3fbc21b5734ba8f8306a092b7c4f7980652780b7dd5836f3dcb23ab7b94","observation_id":"307c5624-347d-41ce-8b2a-6ed0c4080635","resolution":{"observed_at":"2026-08-06T00:12:23.667507Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.733113Z","title":"2022 , url=","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.733113Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:924c024553e10a8c3c4f265e067be81484fef681db24b4866cc9940849916293","observation_id":"bbea3e07-b01b-464f-911c-e3dc1c2a3b11","resolution":{"observed_at":"2026-08-06T00:12:23.733113Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.00114","last_updated":"2021-11-30T21:32:46Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-11-30T21:32:46Z","title":"Show Your Work: Scratchpads for Intermediate Computation with Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.00114","snapshot_observed_at":"2026-08-06T00:12:23.817446Z","title":"arXiv preprint arXiv:2112.00114 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.817446Z"},"links":{"cited_paper":"/paper/2112.00114","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:16c9415990c4f42016f60ca6fa2a5cf9b5dd40f3239aadd712f4dcf3fbe0f216","observation_id":"1748de57-6968-4436-b994-996f5e4fb6eb","resolution":{"observed_at":"2026-08-06T00:12:23.817446Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.12948","last_updated":"2026-01-04T03:57:36Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-01-22T15:19:35Z","title":"DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.12948","snapshot_observed_at":"2026-08-06T00:12:23.901130Z","title":"arXiv preprint arXiv:2501.12948 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.901130Z"},"links":{"cited_paper":"/paper/2501.12948","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:b10aad7d4e992c86582cf7a718112516d87121553e6d56e3d2f4b6aeb6443a70","observation_id":"6205b744-166d-4938-9874-032d12c45f3c","resolution":{"observed_at":"2026-08-06T00:12:23.901130Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.244296Z","title":"2024 , month = sep, howpublished =","venue":null,"work_id":"aa0bb689-e244-4238-bcac-773cd5f32e57","year":2024},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.960635Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:be2c2215f4fdf220bb2c2b6b11aa04d8d0cc9a573e9df268b39e83a150efc988","observation_id":"4e4b1b55-dcfa-4be7-98d6-4d85ed1725e9","resolution":{"observed_at":"2026-08-06T00:12:30.307616Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:23.983921Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:23.983921Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:30babf75b479e488c81c079f3e1cede4907d79ed85d9b98db1c59e96839e6551","observation_id":"bdba6d49-d0c9-4fad-a281-90d2fe8efd8d","resolution":{"observed_at":"2026-08-06T00:12:23.983921Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:24.031864Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.031864Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:5b52d23b3a29f918ecc30090e1893a407904d5254425f5e58d25c394615000f7","observation_id":"7a5a8e26-5c5a-442c-af83-901e15593d92","resolution":{"observed_at":"2026-08-06T00:12:24.031864Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:24.137197Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.137197Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:61dba27193ef4c624cabfe496e7de84cf887a44335ce5c026b61529c323d2797","observation_id":"f00e8179-24e2-4db0-92a7-4a3fbfda97b4","resolution":{"observed_at":"2026-08-06T00:12:24.137197Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.173172Z","title":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":"8ad88795-b92a-44be-9868-acf76d4bdae5","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.251172Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:a7debffd9fd9d68803c8c039307b3d19df164cf700ca81b6d4e37d0e2d03706d","observation_id":"cdf8699f-152e-4ced-8467-5ecb9f90e1fd","resolution":{"observed_at":"2026-08-06T00:12:30.191799Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:30.023921Z","title":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Suzhou, China","venue":null,"work_id":"681177b8-aea1-48c2-b710-fe191957dc3e","year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.295805Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:aef4b820ec5a338f8a91708d9b401f457d09afc8a34b2d9f5e5bdbc57aeeef91","observation_id":"ecdad5b1-e4fd-43ac-98b9-44c213e7be2a","resolution":{"observed_at":"2026-08-06T00:12:30.091993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:24.378202Z","title":"Nature Computational Science , volume=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.378202Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:8a3c2b20bebb7587e3745459991d35970707d12e5b29f2ccdd55d4b51ef63c0b","observation_id":"eedc7722-f4de-478e-ae5f-eb1a0f557709","resolution":{"observed_at":"2026-08-06T00:12:24.378202Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.906272Z","title":"Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=","venue":null,"work_id":"06d7b6e8-f397-4194-baca-127853fcfc0b","year":2023},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.451964Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:ab79a9200d0927a4b5a0528c17090efb8386e372a036378fce54145e4e12039c","observation_id":"2a6a5d5e-1bb2-4b5b-b96c-25d4b0f38c44","resolution":{"observed_at":"2026-08-06T00:12:29.946587Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.814461Z","title":"Proceedings of the 57th annual meeting of the association for computational linguistics , pages=","venue":null,"work_id":"da27e953-1fc8-425a-8174-cd89ff1219b2","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.527074Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:d0184b9a7c7db552e5a190b0ff7d67ee2d9c97c6db72fc22a3d13e6805c2f04d","observation_id":"a71bb4b1-9f5d-43f4-8927-7807e468a454","resolution":{"observed_at":"2026-08-06T00:12:29.860319Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.676956Z","title":"Findings of the Association for Computational Linguistics: ACL 2025 , pages=","venue":null,"work_id":"83b26a10-77e2-40ce-aadf-139959ee32f3","year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.566009Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:13038a462d12bfa0e37ebf1164054fa9a02fc7633317e6af27ed8d9d18b7dd53","observation_id":"501ffdfd-76b2-4ebf-8443-91d25486ff95","resolution":{"observed_at":"2026-08-06T00:12:29.746303Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.603590Z","title":", author=","venue":null,"work_id":"0b899a6f-a5c0-45f7-a810-40d3a4aef508","year":2009},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.597590Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:b9ff27a8045d29ace9f3c03a7e44d250bdb00ae5184cc1a3767bf318db790340","observation_id":"0922ead2-70a8-45e2-b0d5-f69300b5708d","resolution":{"observed_at":"2026-08-06T00:12:29.626617Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.493958Z","title":"Proceedings of the AAAI Conference on Artificial Intelligence , volume=","venue":null,"work_id":"19d3fa07-cf1d-4295-ac27-63e8d4078f53","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.653900Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:28f3cd614e81eefa1e98d0f6e9ad80b609d1bac82b0b47a94b3d3dd651fc1651","observation_id":"d5eca5e5-527b-4531-a60c-ec1d37603e22","resolution":{"observed_at":"2026-08-06T00:12:29.546550Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:24.740505Z","title":"Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLM s","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.740505Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:089c04eb908d65df9aaeb5b79bb19e31497b54b32da9cf07c8737c44fa66b1ff","observation_id":"97ea9599-e3bf-4bee-a5ef-4b98d07597fc","resolution":{"observed_at":"2026-08-06T00:12:24.740505Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.350980Z","title":"Goldberg , title =","venue":null,"work_id":"463459ab-2ac1-4f0a-b83e-9925675ce043","year":1999},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.809600Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:d080def15c59696bd510df94b5277c28ba3eef34b4c13929fdc5ef315d0db653","observation_id":"85fd2062-4249-46a7-86e7-ad42936035de","resolution":{"observed_at":"2026-08-06T00:12:29.400126Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.242538Z","title":"Frontiers in Psychology , volume=","venue":null,"work_id":"5cbf9b7f-3cf7-435f-82ec-25ca55c4043d","year":2020},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.877252Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:65b5039c6c48d452e5540d74da7438cd94f93a50fed372cb55942f3cff7e9797","observation_id":"35ad556d-ef96-4314-88a8-b0fad59e0afe","resolution":{"observed_at":"2026-08-06T00:12:29.297407Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:24.934380Z","title":"Advances in experimental social psychology , volume=","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.934380Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:55f5987b29c42fab79c454402de4afc5541866329b45380b67af59d321b28e88","observation_id":"c22afcd1-3cf2-4d53-a2ea-cffe0c220dee","resolution":{"observed_at":"2026-08-06T00:12:24.934380Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:24.996974Z","title":"Published as , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:24.996974Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:24d413500b173f0b034df2481900220f4cc017274ca4cb5d3c2bbdbd698a67af","observation_id":"5256dedd-9d5e-4d55-9e06-4e5439eb075d","resolution":{"observed_at":"2026-08-06T00:12:24.996974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.092461Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":"acb7bc23-a088-453b-bc2f-fbfde5759c85","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.104756Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:0e4d9f8a720df0031f9c63260365189b1c63c8f80afbfe3fd87c79fb0619b1a8","observation_id":"ae724523-94a9-4443-a5b6-dbd5d02fff9f","resolution":{"observed_at":"2026-08-06T00:12:29.164998Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.157762Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.157762Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:e206db53a156e3bea0f28bc6edeef27874fd9afcd14d246bfc5033c3bd675329","observation_id":"a560e9dd-0380-4a07-9ea0-294de4f7fc4b","resolution":{"observed_at":"2026-08-06T00:12:25.157762Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.200839Z","title":"LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.200839Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:fbe884abc8a6a7209264c55402d6ff547077e0953b01bf8ddf5e24e03084a57e","observation_id":"c60d4ec1-4870-4d0e-9831-6575d1a175ad","resolution":{"observed_at":"2026-08-06T00:12:25.200839Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.241576Z","title":"Proceedings of the 40th International Conference on Machine Learning , articleno =","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.241576Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:653acf6170951375877710bf8e56b59f2678850104987381a20e1a9c589fea0c","observation_id":"72b5e2a8-fa2c-4d89-863e-dd239c545983","resolution":{"observed_at":"2026-08-06T00:12:25.241576Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:29.018494Z","title":"Proceedings of the 35th annual ACM symposium on user interface software and technology , pages=","venue":null,"work_id":"b5c8b258-7d7a-43b3-87d4-20311bdcf0aa","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.346029Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:d02e66269e2e55d63b63be1acfa912e56073dcf9dbaf4725fe01d5be05e1d5ec","observation_id":"01face05-3bb9-4d2c-8b15-333cab552378","resolution":{"observed_at":"2026-08-06T00:12:29.041328Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.420894Z","title":"Political Analysis , volume=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.420894Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:ae9bbc1c1a81c6632cc51447a5e0b1dd71bb9523be9baefaa91dcae470c3f1f0","observation_id":"8ab3ed4e-b5e8-4bc9-99d2-2eb8969ffc1b","resolution":{"observed_at":"2026-08-06T00:12:25.420894Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.887583Z","title":"ArXiv , year=","venue":null,"work_id":"10adbe94-eb56-42fb-9eaf-6f048312647e","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.492026Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:88cb580525328fce01002eecdcf8329edf1948a00ffa49e53ce1b9e4e4b55105","observation_id":"c9e91e7a-82ff-44ce-9387-76f197eda557","resolution":{"observed_at":"2026-08-06T00:12:28.944204Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.541550Z","title":"2022 , publisher =","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.541550Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:d7866d5bc42a26618d4b0c7e517a3e9637e5a9a70a40403ee8687c4e7d87a948","observation_id":"ea52b104-4687-45e8-83cf-4aae851ccf58","resolution":{"observed_at":"2026-08-06T00:12:25.541550Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.751425Z","title":"Conference on Empirical Methods in Natural Language Processing , year=","venue":null,"work_id":"e6bc7c43-6d3d-4b02-8f11-0f41fb09726f","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.591268Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:307b9bd627bad8c6f08bbf34b41cccec14253457a3710ca0b4a0919e8fe094b6","observation_id":"e454845e-369a-4812-9aeb-218d6f30ba1d","resolution":{"observed_at":"2026-08-06T00:12:28.803806Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.692293Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.692293Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:de28fd2757e57048fe74a86427e078097aaf58bc32f22c9b0cd083cf5b3108d5","observation_id":"25405922-3486-49db-afbc-29fa73ce6fee","resolution":{"observed_at":"2026-08-06T00:12:25.692293Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.654020Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":"04afe1cf-1567-4713-b350-9dd5dfda25e7","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.770694Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:f6583d3420c42b1b5f066b81b2853bf24134b0ff3cef66882ec893b8f5218305","observation_id":"1d3d85f9-f78c-4253-b352-41c76e7dd50a","resolution":{"observed_at":"2026-08-06T00:12:28.684414Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:25.838735Z","title":"Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.838735Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:d370c35f252d73a76244932bd0a1572696b3cbb12c887d89f0405a058fc96c74","observation_id":"450f3045-e8d1-4013-be23-e92a694579b3","resolution":{"observed_at":"2026-08-06T00:12:25.838735Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T00:12:25.913593Z","title":"arXiv preprint arXiv:2407.21783 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:25.913593Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:b2dba936dfbdc722d071a113c11667b074205ad7c7408948823fa155a6745053","observation_id":"29420ff6-4e7d-4082-ad9d-b2f920ae6883","resolution":{"observed_at":"2026-08-06T00:12:25.913593Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.10199","last_updated":"2024-08-20T06:53:45Z","snapshot_observed_at":"2026-07-06T18:00:39.863947Z","submitted_at":"2024-04-16T00:50:43Z","title":"CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.10199","snapshot_observed_at":"2026-08-06T00:12:26.000683Z","title":"arXiv preprint arXiv:2404.10199 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.000683Z"},"links":{"cited_paper":"/paper/2404.10199","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:aee47c22f26498b71379ae587d5a7afc39c6bc121279122a8b0830a6b98bfe5f","observation_id":"5ebc6cff-03ef-4e11-a055-9d5ef70087b6","resolution":{"observed_at":"2026-08-06T00:12:26.000683Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:26.085659Z","title":"An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.085659Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:a604b9c7ec0c3cf9943af51930f4a57e121c80da5789ae78e38bd3d4dfa308b6","observation_id":"d82a5748-46dd-4d11-a082-b96cd3f9c446","resolution":{"observed_at":"2026-08-06T00:12:26.085659Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.546650Z","title":"Organizational behavior and human decision processes , volume=","venue":null,"work_id":"c9470847-fe4c-4519-abeb-902480e51451","year":2001},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.139083Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:e56b390286d17f633b78ac73c2cfd44b42293b949415b57c956ca2577920935d","observation_id":"77844f9d-2074-4c54-a68f-f17762694999","resolution":{"observed_at":"2026-08-06T00:12:28.608226Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.441189Z","title":"Social work theories and methods , volume=","venue":null,"work_id":"45b896dd-ce88-4981-8c5c-f0c098c6eaf6","year":2012},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.173379Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:ea14519f2a1630f8c000dd6e92409b563043a63b87ecf0236fc7d3bacbca5554","observation_id":"33af24e6-388c-48ab-8f61-2140cd3e6ab7","resolution":{"observed_at":"2026-08-06T00:12:28.486171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:28.321052Z","title":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=","venue":null,"work_id":"429c5616-4233-4436-89a0-8140a7809cb8","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.265144Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:e46c1701009059235b9ecc1d0018c70a0674367cff608e08f1820dbb5abbd86c","observation_id":"575fc066-d65c-466f-9636-4e09c1206ec7","resolution":{"observed_at":"2026-08-06T00:12:28.368097Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.16388","last_updated":"2024-04-12T00:05:53Z","snapshot_observed_at":"2026-07-30T00:01:16.818092Z","submitted_at":"2023-06-28T17:31:53Z","title":"Towards Measuring the Representation of Subjective Global Opinions in Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.16388","snapshot_observed_at":"2026-08-06T00:12:26.354034Z","title":"arXiv preprint arXiv:2306.16388 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.354034Z"},"links":{"cited_paper":"/paper/2306.16388","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:7131d4f799e455b38c3e54280a04e202578a30cc4dd9a0c84d74b2de3ef2d0a2","observation_id":"7eded5ef-76be-4f7c-9b8f-0accd348ec51","resolution":{"observed_at":"2026-08-06T00:12:26.354034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2211.13069","last_updated":"2022-11-19T18:45:02Z","snapshot_observed_at":"2026-08-08T04:36:01.790147Z","submitted_at":"2022-11-19T18:45:02Z","title":"Cultural Incongruencies in Artificial Intelligence","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2211.13069","snapshot_observed_at":"2026-08-06T00:12:26.433226Z","title":"arXiv preprint arXiv:2211.13069 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.433226Z"},"links":{"cited_paper":"/paper/2211.13069","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:817d33fb78a112ffa5c4fae922c9103aa0c47270ef0608c7739d5d666938486c","observation_id":"89608352-feea-4bf4-a65b-956955bd0072","resolution":{"observed_at":"2026-08-06T00:12:26.433226Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:26.478727Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.478727Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:40e63ad8f69f6848e7e21d1db56cc095827e960c63e6c2d3335dd8a88ba279f2","observation_id":"569398bb-2761-46a7-994c-be4aba1e74c2","resolution":{"observed_at":"2026-08-06T00:12:26.478727Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:26.550290Z","title":"Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.550290Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:4a0c7d0a71d0651492d6f169407d09dc9a67fcdb60d1c6ece06b42f5810ccdf0","observation_id":"95f3d14f-c35e-44a3-93b0-efde29437c49","resolution":{"observed_at":"2026-08-06T00:12:26.550290Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-08-06T00:12:26.665118Z","title":"arXiv preprint arXiv:2410.21276 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.665118Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:67874b55cfc74f1b55e3c1d236c61905d4353c8fe7dd0b1a8064f554130f4d83","observation_id":"bdaab34e-9545-4734-9f4d-def32f54d46a","resolution":{"observed_at":"2026-08-06T00:12:26.665118Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2504.01127","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:27.676570Z","title":"arXiv preprint arXiv:2504.01127 , year=","venue":null,"work_id":"1c8abea2-3d36-4e71-824f-f2ae566e1fe8","year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.773719Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:169b14a82a373a685b80b27ee9a4e9d263258ce75ce989cd18bdea590168bf0d","observation_id":"a2c1620d-7672-4b7d-b689-ab8de2e68268","resolution":{"observed_at":"2026-08-06T00:12:27.769958Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:26.872964Z","title":", author=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.872964Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:b6a0cf6e55989f9615630f9fe958d7346182773cf0a5ed5791e2af18c02110bb","observation_id":"ff968b80-6f1f-44af-94d6-d92c11a0624c","resolution":{"observed_at":"2026-08-06T00:12:26.872964Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:26.949513Z","title":"arXiv preprint arXiv:2510.11408 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:26.949513Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:f25e40ca76d91cf370570b5e8b8de6bd5e1d5de2bf7081e267a3eed30d0be662","observation_id":"46835830-897c-4566-a247-8e32e799c1bb","resolution":{"observed_at":"2026-08-06T00:12:26.949513Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2025.emnlp-main.1256","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T00:12:27.087145Z","title":"P rime X : A Dataset of Worldview, Opinion, and Explanation","venue":null,"work_id":"440a859b-e190-4f05-8ec2-ff9c91d1e0be","year":2025},"citing_paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-06T00:12:27.020712Z"},"links":{"citing_paper":"/paper/2608.01458"},"observation_digest":"sha256:8894cce0faed4524f552a81da0839b7299ecd3567f106d125c1871f0f2758a2e","observation_id":"6472bae9-40f7-4a52-8d1e-bc6a60695780","resolution":{"observed_at":"2026-08-06T00:12:27.185443Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.01458","last_updated":"2026-08-02T19:31:59Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-06T23:26:36.390894Z","submitted_at":"2026-08-02T19:31:59Z","title":"PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs"},"reference_resolution":{"displayed":73,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":41,"verified_exact":3,"verified_fuzzy":29},"total_outbound_references":73},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2608.01458."}