{"as_of":"2026-08-18T17:46:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:2a36dae94be75d93dfa02f48d8161e33be656b46595e1f875623b3b804fa299c","coverage":[{"denominator":14,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":14,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T17:46:45.707311Z","state":"measured"},{"denominator":15,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":15,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+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":"2026-08-04T10:15:44.910737Z","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":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.10167","snapshot_observed_at":"2026-08-04T10:15:44.910737Z","title":"Pinching-antenna systems for physical layer security,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2510.11044","last_updated":"2026-06-03T04:33:24Z","snapshot_observed_at":"2026-08-15T19:40:43.781824Z","submitted_at":"2025-10-13T06:22:40Z","title":"Dual-Waveguide Pinching Antennas for PLS: Parallel Placement or Orthogonal Placement?","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-04T10:15:44.910737Z"},"links":{"cited_paper":"/paper/2507.10167","citing_paper":"/paper/2510.11044"},"observation_digest":"sha256:09497da900f2e51c92fb4398556963548ee23b3ac51e293dd85d5421ae89c358","observation_id":"86360708-313c-4545-8b9c-8dc204c190c3","resolution":{"observed_at":"2026-08-04T10:15:44.910737Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.10167/citation-record","integrity":"/paper/2507.10167/integrity","json":"/paper/2507.10167/citation-record.json","paper":"/paper/2507.10167"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:46:44.204029Z","title":"Fl uid antenna systems,","venue":null,"work_id":null,"year":1950},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.204029Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:e8b7b21c6dd220367c9660507cb7231e99ce116ed99b86768a377f2d8ac6a237","observation_id":"c63975f2-c3ae-41f8-a528-f74cbee4a38e","resolution":{"observed_at":"2026-08-06T17:46:44.204029Z","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":"2026-08-06T17:46:44.309748Z","title":"Modeling and performance ana lysis for movable antenna enabled wireless communications ,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.309748Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:4adb4abece8ca0c724a6c286948b999e471198bc847de171cd82fb0a54f338bc","observation_id":"1735afca-0e94-4a4b-884c-6117252b82eb","resolution":{"observed_at":"2026-08-06T17:46:44.309748Z","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":"2026-08-06T17:46:44.382991Z","title":"Flexible-ante nna systems: A pinching-antenna perspective,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.382991Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:1687da8be30ab3f02646ac2133500ab96209534f1e50b7da88b2fc9d6f02fc9c","observation_id":"17378770-e0dc-4b7d-b7ca-d90cd6989009","resolution":{"observed_at":"2026-08-06T17:46:44.382991Z","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":"2026-08-06T17:46:46.540597Z","title":"Antenna activation for NOMA assisted pinching-antenna systems,","venue":null,"work_id":"d9ec240f-9a9e-4dc0-a24d-ddb3b41dfbc8","year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.518721Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:db538431309ff2419245da77115eded86258130e2431c9f33a412918b9aec52a","observation_id":"0e44bbc6-4769-41fb-9e7a-710500832bef","resolution":{"observed_at":"2026-08-06T17:46:46.607279Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.08554","last_updated":"2025-03-11T15:45:31Z","snapshot_observed_at":"2026-08-16T12:51:03.803640Z","submitted_at":"2025-03-11T15:45:31Z","title":"LoS Blockage in Pinching-Antenna Systems: Curse or Blessing?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.08554","snapshot_observed_at":"2026-08-06T17:46:44.687655Z","title":"LoS blockage in pinching-antenna systems: Curse or blessing?","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.687655Z"},"links":{"cited_paper":"/paper/2503.08554","citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:fc66c9531e1f804fbd314c8f17807aa678e4f6bd643ba806e2c4fbab03f04197","observation_id":"4ab97a1a-f606-4452-b5b7-fcdab1d9e911","resolution":{"observed_at":"2026-08-06T17:46:44.687655Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.18322","last_updated":"2026-06-30T22:28:48Z","snapshot_observed_at":"2026-08-16T12:47:29.673697Z","submitted_at":"2025-03-24T04:00:57Z","title":"Physical-Layer Security of Pinching-Antenna Systems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.18322","snapshot_observed_at":"2026-08-06T17:46:44.859418Z","title":"Physic al-layer security of pinching-antenna systems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.859418Z"},"links":{"cited_paper":"/paper/2503.18322","citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:0c28f4d30e8970ad6aff1277fd08c353208ad21e54b06c74d9408dcf33ce26e1","observation_id":"981c978a-afe5-4169-aab4-4d53680142a6","resolution":{"observed_at":"2026-08-06T17:46:44.859418Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.10442","last_updated":"2025-04-14T17:32:54Z","snapshot_observed_at":"2026-08-16T12:41:14.070313Z","submitted_at":"2025-04-14T17:32:54Z","title":"Pinching-Antenna System (PASS) Enhanced Covert Communications","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.10442","snapshot_observed_at":"2026-08-06T17:46:44.966009Z","title":"Pinching-antenna system ( PASS) enhanced covert communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:44.966009Z"},"links":{"cited_paper":"/paper/2504.10442","citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:0b5a9e0d2cab31cf6e777116494edae6ed6b6fb901b6beaba4880467b06bf3ae","observation_id":"8636db17-16d2-4f29-b62e-479f48dafe3b","resolution":{"observed_at":"2026-08-06T17:46:44.966009Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.10656","last_updated":"2025-04-14T19:14:21Z","snapshot_observed_at":"2026-08-16T12:41:10.472996Z","submitted_at":"2025-04-14T19:14:21Z","title":"Secrecy Rate Maximization with Artificial Noise for Pinching-Antenna Systems","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.10656","snapshot_observed_at":"2026-08-06T17:46:45.062824Z","title":"Secrecy rate maximizati on with artificial noise for pinching-antenna systems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.062824Z"},"links":{"cited_paper":"/paper/2504.10656","citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:0a77c77b704a145d19921c64a93fb37706f8f6a4dc4d976179d95ec3e80eac36","observation_id":"84c31399-d906-4816-a207-72cd0a30eda7","resolution":{"observed_at":"2026-08-06T17:46:45.062824Z","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":"2026-08-06T17:46:45.144893Z","title":"Pinc hing-antenna systems (pass)-enabled secure wireless communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.144893Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:deaffd97a1956fddafc336beeb6b5ec0746dc73f9784341ab6b309cc29997a51","observation_id":"ab778a85-5d85-4773-bc98-38f1602635c5","resolution":{"observed_at":"2026-08-06T17:46:45.144893Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.09075","last_updated":"2025-07-03T09:44:17Z","snapshot_observed_at":"2026-08-18T06:45:56.678852Z","submitted_at":"2025-03-12T05:18:37Z","title":"Physical Layer Security for Pinching-Antenna Systems (PASS)","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.09075","snapshot_observed_at":"2026-08-06T17:46:45.280946Z","title":"Physical layer secu rity for pinching-antenna systems (PASS),","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.280946Z"},"links":{"cited_paper":"/paper/2503.09075","citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:2536f70da3148293bb4461446c0d0cc9da27bcc2294346bb0bc4c92993e67ee5","observation_id":"c8f54617-c698-4fb8-8f4b-3256a7f7cbe4","resolution":{"observed_at":"2026-08-06T17:46:45.280946Z","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":"2026-08-06T17:46:46.421558Z","title":null,"venue":null,"work_id":"f8a10d58-ae7d-4fae-a543-8ece5fb1484b","year":2021},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.400824Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:877cc464cfe2243dccdcfd0f8c8125cb47cdc721d9f9652360ccaddc95db68c6","observation_id":"7fb0af54-66bb-4e8b-9490-6793a7a4656c","resolution":{"observed_at":"2026-08-06T17:46:46.461011Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.02864","last_updated":"2025-05-03T11:05:17Z","snapshot_observed_at":"2026-08-16T04:08:03.693834Z","submitted_at":"2025-05-03T11:05:17Z","title":"Antenna Activation and Resource Allocation in Multi-Waveguide Pinching-Antenna Systems","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.02864","snapshot_observed_at":"2026-08-06T17:46:45.498381Z","title":"Antenna acti vation and resource allocation in multi-waveguide pinchin g- antenna systems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.498381Z"},"links":{"cited_paper":"/paper/2505.02864","citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:63cabfc07f786bf88e0f5e7c6ae3f5dd570d5e0122cacbc7b779a05180f69a0c","observation_id":"2307e523-6c9b-45c4-93ca-98c4416d0778","resolution":{"observed_at":"2026-08-06T17:46:45.498381Z","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":"2026-08-06T17:46:46.229170Z","title":"Han, Game theory in wireless and communication networks: theory , models, and applications","venue":null,"work_id":"ee4c8e75-792c-47ff-9228-9d27675f41e3","year":2012},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.617199Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:5da890cee52fbdbbdc418046b217ab44eb20af4490f56d08d269d153b948c8b8","observation_id":"935a59c0-6736-42af-8440-a6b2f17e7245","resolution":{"observed_at":"2026-08-06T17:46:46.305166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-06T17:46:46.084630Z","title":"User cluster ing for coexistence between near-field and far-field communi - cations,","venue":null,"work_id":"cb8f8830-f5de-4239-a3e9-bb2263118a1d","year":2024},"citing_paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T17:46:45.707311Z"},"links":{"citing_paper":"/paper/2507.10167"},"observation_digest":"sha256:a3ad97a5ac13855a4e9233ac9e9d52fff39398ec3ae08d3318bca0c7d601cf6e","observation_id":"a9f661bd-ed0e-4572-b7b1-71dc02922c08","resolution":{"observed_at":"2026-08-06T17:46:46.182712Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.10167","last_updated":"2025-07-14T11:28:26Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-13T14:27:53.099433Z","submitted_at":"2025-07-14T11:28:26Z","title":"Pinching-Antenna Systems for Physical Layer Security"},"reference_resolution":{"displayed":14,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":11,"verified_exact":0,"verified_fuzzy":3},"total_outbound_references":14},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2507.10167."}