{"as_of":"2026-08-07T15:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:259479c3a4bdf66d2c342d5a5549c2e49548cfe685c53ad1e7e5eff98f3171e6","coverage":[{"denominator":31,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":31,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T21:13:38.798627Z","state":"measured"},{"denominator":31,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":31,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2607.04167/citation-record","integrity":"/paper/2607.04167/integrity","json":"/paper/2607.04167/citation-record.json","paper":"/paper/2607.04167"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T21:13:38.798627Z","title":"arXiv preprint arXiv:2601.04480 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:854342b03fafac8d20bccc230847a2c34005a8986616429e21b6e1e18f33faf9","observation_id":"3018ff22-0eb5-49a4-a769-2b5b00322750","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"2026 , eprint=","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:f69ab4952f73f62ff1771799d384ffda9da83025a2865739ada398201b479079","observation_id":"bf529eb2-7b81-46b1-bf74-5dfd2fc382e3","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"2026 , eprint=","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:8bd52d1bc6978d64e636817d1e50ac3b4eb0bf2c49cc5def9a669b3ec2cde229","observation_id":"efe1dc98-576b-4219-aef7-60baf661d68b","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Fourteenth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:6196e4944b2d69fe968e792504de8c42906cb12fce3d0a364b284d6b341495dc","observation_id":"6b2fbae4-3434-4886-a103-fdb79542f480","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Philosophical Studies , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:4b45edfb3f017a5699929968983949e0d205acd091f9583acf98db30ce8c6d32","observation_id":"06af9b4a-3174-4662-a198-a2eeae0a9f47","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.07488","last_updated":"2026-07-03T02:02:48Z","snapshot_observed_at":"2026-08-06T03:56:30.954304Z","submitted_at":"2026-02-07T10:40:28Z","title":"Deriving Neural Scaling Laws from the statistics of natural language","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.07488","snapshot_observed_at":"2026-07-11T21:13:38.798627Z","title":"arXiv preprint arXiv:2602.07488 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"cited_paper":"/paper/2602.07488","citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:54c98f1db7639146e5e1c4291d284a415f97c6405b1b212b4dbceced031923ad","observation_id":"9027beb0-8f55-438b-891a-45a51e1ba3d0","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Transformer Circuits Thread , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:e8c81544b004593a448c4155c6555bbf4feac86f05a0a75d0ff66a8bb4747d48","observation_id":"13835024-fa40-480d-9be8-646b9fa8ae90","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Distill , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:20203aa497ff646d5882652f7ede59ba6dc279cd088de925313bef01e8d33112","observation_id":"5ebe1ce5-16ed-46cf-9044-2d5fdb88d38e","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Transformer Circuits Thread , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:58222bdb863e32f1fd06743eb6c173df18ca105a8b590688fed9b71490fff7ad","observation_id":"1ea7054b-cb6b-4ff9-94af-79d890c6534f","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Daniel and Sumers, Theodore R","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:1ac8c1e092fccc2eaf866e8d0c7fd05047301d744e0cc2e72bf231190fcf6954","observation_id":"1ccc576d-a36a-4a21-a3ac-ed40809fe7f4","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Eleventh International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:d1193373460bcd7f4ffc6e5016a060135ef0c0f42e31d0e9ba49d57bbbf3b2a4","observation_id":"983e4df6-1d38-4072-9d12-13ae455efd80","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:144365e4e109f4ba8a4b7d44ac9a1800d7b99abd16228bbba51dcc3ae6cf3b6b","observation_id":"4d989d40-f688-4c5d-8e2d-a948f721e224","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:5dbeb9d1cea31ae041240237b723c76d0349174af52490a87d8f4b461ca05c21","observation_id":"a28068ec-ff30-4510-bc77-78ec7ac31f30","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:6a35f36b7c46630462be84668bae394313b551feb75fae1b33240de7678b9a31","observation_id":"2f1bfef2-e7d8-4a3e-8265-1ae90e747233","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Interpreting","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:25f792997a913696e4332d26e1300d71cf96dc564a48a04eb96dcd5cf702cdc2","observation_id":"3edab5c9-6206-47f0-af26-f29dc49739f6","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08112","last_updated":"2025-11-11T01:13:28Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-03-14T17:47:09Z","title":"Eliciting Latent Predictions from Transformers with the Tuned Lens","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08112","snapshot_observed_at":"2026-07-11T21:13:38.798627Z","title":"arXiv preprint arXiv:2303.08112 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"cited_paper":"/paper/2303.08112","citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:c0bbacd9349719bfec92d1b4239cdbb660bb88edefb8029b374a5ceb0c9f93c8","observation_id":"8a0bb015-02b4-42c3-a10f-c3fc97815582","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Annual Review of Neuroscience , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:e7d581f4721936837f85bf85fc4ac0abaaaadd4d106beb4e64ad05949332b9d8","observation_id":"db215def-67de-4e6a-aa84-2a74ed33b845","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:4bfb161f76c9649ae57e1ff1028a79916b467bd738a2582f101b4211b22e9a00","observation_id":"e8a134c9-d1a6-4c5f-93b5-55ddcfaf24fc","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Causal Representation Learning Workshop at NeurIPS 2023 , year=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:7d52ef74e6855d2dc6ed84200a427f058fd3610372b1b00cd1daf60e252a24ac","observation_id":"4b678654-670b-488e-b1a5-ef2926a0b481","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Is This the Subspace You Are Looking for?","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:f086388210b1dc7aa8e0706b472a4e943d57a1280696bb891f4201fd2ac9e5c2","observation_id":"39ee9eff-0ee0-49a4-b516-3d7da3a1886f","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:b5887d00c030aae879297a75bfca010cdf82c1c4fb2103d2452c6ac7839c85cd","observation_id":"92ad1637-a8ae-4f64-95da-c9f4e05a71e5","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"2026 , url=","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:2af012c4e9aaabb352046b35ccecb37b17c3ca4a389e9eba558d22e209413ff1","observation_id":"4a76f85e-467b-4b32-8030-431551508fc8","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Thirteenth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:f85888294968bd051f9c3b900379a7db7d9da3b71e0e17f481501888f0525026","observation_id":"bc83af31-a04f-4394-9351-fedd40c5845d","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:2742359a3dc8fbc4bdd786b4f2f53a2c64818d415b81f1fc363bc3a8415e5f4f","observation_id":"092cdda2-0bb1-41d9-a0a4-1f32e924fa81","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Twelfth International Conference on Learning Representations , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:ac27a36a728323bd805a8fcf9aba6ce5a06b785d8164338e5700ec416288fbac","observation_id":"f074cab7-a52e-4c8a-819e-a1c9cd263a08","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"First Conference on Language Modeling , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:385b1d9ebbf12e139990032a19058f8c5a8c4bd11ad2a4450048a4c75cc1a9b7","observation_id":"454b1edd-da4f-48a3-9dc0-ebd62c96d86e","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"Proceedings of the 2019 Conference of the North","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:3451da74b826ec6a4f250fa8de62df305177633b7042700b0cbc8af7752bd937","observation_id":"6ed8ffa2-bd1c-493d-bee6-e7ff7be46a7f","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"NeurIPS 2025 Workshop on Mechanistic Interpretability , year=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:2e93fedabe209a7f7cdc1fd2cebd10d4681c92736684fdc6aebca660b115b54b","observation_id":"e9866652-29c1-43ed-b08d-e17d1da4bbde","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","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":"2026-07-11T21:13:38.798627Z","title":"The Neural Basis of the","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:d7589391e31a611120100f3886390a2b4d169ad1ec92c3aa1ca2ea98a3b3b263","observation_id":"c0d4822e-7a5a-40e4-b149-c286c5bffbad","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.00118","last_updated":"2024-10-02T15:22:49Z","snapshot_observed_at":"2026-08-02T16:20:09.773989Z","submitted_at":"2024-07-31T19:13:07Z","title":"Gemma 2: Improving Open Language Models at a Practical Size","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.00118","snapshot_observed_at":"2026-07-11T21:13:38.798627Z","title":"arXiv preprint arXiv:2408.00118 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"cited_paper":"/paper/2408.00118","citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:7d94b243d8299caa8dca97f7bc239807c823cc0eefdc426096b5769d7c41a55a","observation_id":"9f6a03df-4ce3-4652-93aa-5ba0f76b289c","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-07-11T21:13:38.798627Z","title":"arXiv preprint arXiv:2505.09388 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-07-11T21:13:38.798627Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2607.04167"},"observation_digest":"sha256:6cebcc2317d90ada7e16b643257e2eded223b6c6adf251406cb595ff7dada439","observation_id":"de80c1e9-ec63-4e30-8782-a9acf6e7bc82","resolution":{"observed_at":"2026-07-11T21:13:38.798627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.04167","last_updated":"2026-07-05T08:13:26Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T03:56:41.658812Z","submitted_at":"2026-07-05T08:13:26Z","title":"Geometry of Ordinal Representations in Language Models"},"reference_resolution":{"displayed":31,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":31,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":31},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.04167."}