{"as_of":"2026-08-10T11:16:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:12f1df60f5753ab3bc1b138dff7755c8c9d956f470e2ebfcc91fe25ddcbd57cd","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T15:03:03.976212Z","state":"measured"},{"denominator":30,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":30,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T13:56:49.629095Z","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":[{"citation":{"cited_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.16526","snapshot_observed_at":"2026-08-02T13:56:49.629095Z","title":"Enstom: Enhancing dialogue systems with entropy-scaled steering vectors for topic maintenance","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.18259","last_updated":"2026-05-15T15:34:48Z","snapshot_observed_at":"2026-08-08T01:48:17.759173Z","submitted_at":"2026-05-15T15:34:48Z","title":"Probabilistic Concept-Aware Steering for Trustworthy LLM Inference","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-02T13:56:49.629095Z"},"links":{"cited_paper":"/paper/2505.16526","citing_paper":"/paper/2607.18259"},"observation_digest":"sha256:d2296b28d66f66be79bc099f5a6248e0b02a97baf135cadaec53369fc3913a72","observation_id":"8f4d45d0-e04e-4439-9e22-c6d1d5e84dc2","resolution":{"observed_at":"2026-08-02T13:56:49.629095Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2505.16526/citation-record","integrity":"/paper/2505.16526/integrity","json":"/paper/2505.16526/citation-record.json","paper":"/paper/2505.16526"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:03:00.804825Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:00.804825Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:43a82018f0ac9c6c15428546d64dc7205e25ce05a6afa48f778a12c29f8282f2","observation_id":"86a81c9b-64c2-4e97-888f-9d99496d8f10","resolution":{"observed_at":"2026-08-07T15:03:00.804825Z","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":"2026-08-07T15:03:00.968574Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:00.968574Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:a15e00e25fcb9f0a870f619b4eabfab54b495140175586ad78ecdbccb53a6d8a","observation_id":"9ad042cf-f14b-43db-a753-f535b3a979b5","resolution":{"observed_at":"2026-08-07T15:03:00.968574Z","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":"2026-08-07T15:03:01.073751Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.073751Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:608e2da8718b264cf26556512e510007e6278e3bb4126b269043d196a895fdd2","observation_id":"8a78ade7-d616-4f0c-b783-550065256817","resolution":{"observed_at":"2026-08-07T15:03:01.073751Z","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":"2026-08-07T15:03:01.177105Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.177105Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:e7d9555a93d3c0e45ecbbf7bedc29b707180a998360616ed537590de4fa7dcff","observation_id":"5e542c10-e9b1-4557-8df7-be5af39dc2b9","resolution":{"observed_at":"2026-08-07T15:03:01.177105Z","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":"2026-08-07T15:03:01.284939Z","title":"Glass, and Pengcheng He","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.284939Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:affa398d7c2eb07fe0a54162d395c233ab882c1cfdbfd6948e5be5bbef4f8181","observation_id":"b3e8a76f-990a-4d79-96f2-caea0708b657","resolution":{"observed_at":"2026-08-07T15:03:01.284939Z","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":"2026-08-07T15:03:01.430974Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.430974Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:3d8796da6cf2b4fd82790313f15f93926d7ae7716ffb99c479183273aff78fcd","observation_id":"24d63699-de28-4137-9618-20b17b0b29a0","resolution":{"observed_at":"2026-08-07T15:03:01.430974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.06674","last_updated":"2023-12-07T19:40:50Z","snapshot_observed_at":"2026-07-06T17:00:00.321552Z","submitted_at":"2023-12-07T19:40:50Z","title":"Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.06674","snapshot_observed_at":"2026-08-07T15:03:01.507759Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.507759Z"},"links":{"cited_paper":"/paper/2312.06674","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:b60a3062bfe6bee30a4f0868e80a83a794cbf6148e084eea1edf107d18b8ef93","observation_id":"d68efde7-02c4-47b8-9d6d-7f4ab01dc51b","resolution":{"observed_at":"2026-08-07T15:03:01.507759Z","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":"2026-08-07T15:03:01.571078Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.571078Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:4541edece2202e10115f9954b4b87d3d50d95f28d4c22cd1611a33c01e4d6f6d","observation_id":"3aa4f937-4c38-41e9-8ca8-b34e3b617af6","resolution":{"observed_at":"2026-08-07T15:03:01.571078Z","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":"2026-08-07T15:03:05.373970Z","title":null,"venue":null,"work_id":"6d3fde7b-556b-4e91-9a22-80c2a161bc16","year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.689520Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:ae850340677517e87ac415b08af05a7ec1c05ca1fb92229db8d796d4282d037f","observation_id":"98140d22-f5d3-434a-87b9-161164d72e44","resolution":{"observed_at":"2026-08-07T15:03:05.453243Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.05907","last_updated":"2025-02-17T20:23:19Z","snapshot_observed_at":"2026-08-04T04:21:28.594163Z","submitted_at":"2024-09-06T15:47:40Z","title":"Programming Refusal with Conditional Activation Steering","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.05907","snapshot_observed_at":"2026-08-07T15:03:01.780442Z","title":"Lee, Inkit Padhi, Karthikeyan Natesan Ramamurthy, Erik Miehling, Pierre Dognin, Manish Nagireddy, and Amit Dhurandhar","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.780442Z"},"links":{"cited_paper":"/paper/2409.05907","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:6cc1e1ba2b12ce89966a5a1d709274d680c06da3b0627d760f914d0e6c3b7e13","observation_id":"36dd8d79-8f21-47b3-9ba8-63824c739943","resolution":{"observed_at":"2026-08-07T15:03:01.780442Z","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":"2026-08-07T15:03:01.868217Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.868217Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:c08fc9808f27924c782edc7c1b6498f7d34a0b428b275709a2f05b1a604ae485","observation_id":"b5153e23-2425-4513-a6d7-bc5905917615","resolution":{"observed_at":"2026-08-07T15:03:01.868217Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.04235","last_updated":"2024-03-08T17:04:49Z","snapshot_observed_at":"2026-08-09T20:44:24.518088Z","submitted_at":"2023-11-06T08:50:29Z","title":"Can LLMs Follow Simple Rules?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.04235","snapshot_observed_at":"2026-08-07T15:03:01.961239Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:01.961239Z"},"links":{"cited_paper":"/paper/2311.04235","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:9aa3c89d8c1854a1511a24463d7b97be561a330c12a5b4563f0172d5baa4d175","observation_id":"ead3faa5-253e-43e1-81d4-c05e5e76464b","resolution":{"observed_at":"2026-08-07T15:03:01.961239Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.06435","last_updated":"2024-10-17T01:10:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-12T20:01:52Z","title":"A Comprehensive Overview of Large Language Models","version":10},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.06435","snapshot_observed_at":"2026-08-07T15:03:02.085338Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.085338Z"},"links":{"cited_paper":"/paper/2307.06435","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:23d4984573b1fb2bea725bb1265af826976c811756df4f8961cb5fbdc09ce3af","observation_id":"789fcf8d-7d46-4836-af2d-17fe4ff4cee1","resolution":{"observed_at":"2026-08-07T15:03:02.085338Z","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":"2026-08-07T15:03:02.166561Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.166561Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:a3669654423dae71608c38b7d1d334dc15c25b9edbf2540a37a7fa29feae85b1","observation_id":"0b927d33-6827-4243-9ee8-ff81049a05f9","resolution":{"observed_at":"2026-08-07T15:03:02.166561Z","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":"2026-08-07T15:03:05.117339Z","title":"Raut, Eyal Zimlichman, Satya Narayana Cheetirala, Girish N","venue":null,"work_id":"d7c95cc5-2453-4a8a-b02c-37d8936da464","year":2023},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.243608Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:c4f7cf2878615587f85119aadf5c352d4076c79b8ba46ece07bcc186abdf74e0","observation_id":"80ce4597-0419-4c49-8727-4e2dd33a3e3a","resolution":{"observed_at":"2026-08-07T15:03:05.233057Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T15:03:02.324929Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.324929Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:e62c50891efebc8c0b251a4ae1cbb03ea2f4f9dc3bf3efafcab1f218955d1d87","observation_id":"8a5420d6-6ced-4755-86a4-89b3c24bf8bf","resolution":{"observed_at":"2026-08-07T15:03:02.324929Z","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":"2026-08-07T15:03:02.431390Z","title":"do anything now","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.431390Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:c7694071ee2813e3a48884cb9da43c64b274a4f393a4e4172d2f3b805a8e1645","observation_id":"056f1762-112c-469a-9930-6cfb2dba69d7","resolution":{"observed_at":"2026-08-07T15:03:02.431390Z","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/v1/2024.findings-emnlp.713","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"e6ccb3c7-3bec-4154-a9b0-730ae93052ef","year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.544006Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:253d203f740f920260ab9f9113a708df509bb0cc3af4519c17500708087a994d","observation_id":"0c1c74dd-db15-4860-8f39-c9dae0281168","resolution":{"observed_at":"2026-08-07T15:03:04.326628Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T15:03:04.977493Z","title":null,"venue":null,"work_id":"428cde68-8238-44f4-a320-4f12859e2271","year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.639844Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:550582314ec132bad572c36f2ee530b2393523e9d602aefbd32c5d485bc44d3d","observation_id":"f3b10827-f8b4-4d18-ae14-41ed5d4f982c","resolution":{"observed_at":"2026-08-07T15:03:05.027150Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T15:03:02.812420Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.812420Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:e890d85e2b42e929b821dccf6f7db5b79405a75212fceb054635f152ab3de3a4","observation_id":"dc1f04ce-7f1a-44cc-8987-834e1fa3328d","resolution":{"observed_at":"2026-08-07T15:03:02.812420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-07T12:56:43.323460Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-07T15:03:02.932546Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:02.932546Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:8cd1b2ceb32ee81f69e75e8a50aa3d5e54d9df49c36e96f3a366a42f6c42c191","observation_id":"e7fd0e92-4307-454f-8b72-44736ec9cca3","resolution":{"observed_at":"2026-08-07T15:03:02.932546Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.10248","last_updated":"2024-10-10T13:20:13Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-08-20T12:21:05Z","title":"Steering Language Models With Activation Engineering","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.10248","snapshot_observed_at":"2026-08-07T15:03:03.042293Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.042293Z"},"links":{"cited_paper":"/paper/2308.10248","citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:9ee8133f36b104854fef246747fd7cfaf8dc0d3c86f0140f645818542b52c8c2","observation_id":"5ec12ddf-62a3-4cfa-b511-1553364312e9","resolution":{"observed_at":"2026-08-07T15:03:03.042293Z","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":"2026-08-07T15:03:03.123210Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.123210Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:2328de27aa44f2d6e49493807d5d8eccdf73a88e98e2ca3a0bdcde133c144728","observation_id":"79836c8e-b4fc-4fb4-a32e-8250ba74bff0","resolution":{"observed_at":"2026-08-07T15:03:03.123210Z","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":"2026-08-07T15:03:03.254235Z","title":"Rossi, Sungchul Kim, and Shuai Li","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.254235Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:bcceadf77fe7b3460569b1855912bb39b492ac3b6bc117eecaa555ee25128631","observation_id":"e9c342d7-9967-4cba-94ff-152251da19dd","resolution":{"observed_at":"2026-08-07T15:03:03.254235Z","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":"2026-08-07T15:03:03.398608Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.398608Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:95d859f35a1c18b8777f9a52df0aa21f351ccfcd8d17e9cff690f74c33931011","observation_id":"921c59f4-d9d6-46b2-a5b3-c935d177cc1a","resolution":{"observed_at":"2026-08-07T15:03:03.398608Z","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":"2026-08-07T15:03:03.597752Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.597752Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:e5fc0da0036c6b58c2db89938c06b6ae558fd8efcbea3fd143486e43b7b232d5","observation_id":"38dad495-06f9-4cf9-adcf-d70a2e606504","resolution":{"observed_at":"2026-08-07T15:03:03.597752Z","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/v1/2021.acl-long.273","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"b8aa4d8f-e973-4b7a-85e9-76c391460ba6","year":2021},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.753853Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:fc9c1759460222db6e0c4970a3dce9bd38fd70cc3fc9bd22e69e4d8ddff750a1","observation_id":"67da2a27-7c19-404e-a10f-618d5dc41dc0","resolution":{"observed_at":"2026-08-07T15:03:04.139755Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-07T15:03:03.874815Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.874815Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:034af9f53e28135e91e8b34980bba6359927bfc46f5ced5bffad11dbbee51d51","observation_id":"08ca583b-93fd-47fb-994b-bbfc801b6784","resolution":{"observed_at":"2026-08-07T15:03:03.874815Z","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":"2026-08-07T15:03:03.976212Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T15:03:03.976212Z"},"links":{"citing_paper":"/paper/2505.16526"},"observation_digest":"sha256:595a3842e3a1edccd1550ef025a492e71fc5298c8d23a6d2820d40cdc8770705","observation_id":"e7c4c318-d165-4cd4-bb46-5362b78c1da0","resolution":{"observed_at":"2026-08-07T15:03:03.976212Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.16526","last_updated":"2025-05-22T11:12:27Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-09T20:43:41.922108Z","submitted_at":"2025-05-22T11:12:27Z","title":"EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":26,"verified_exact":2,"verified_fuzzy":1},"total_outbound_references":29},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2505.16526."}