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Paper Citation Record · LEDGER

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding

As of 10 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.04189.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.04189 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:57:29.014895Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52b2926c-d015-4232-aeca-d826d050b55b · outbound

This paper cites The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A".

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.010924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.010924Z digest=sha256:99daf0da3309804874331be08505e308b9bbe30d0c7d783c0ffbbc874b4d396a

Observation 326df0e7-39d2-417e-a91c-118a92ebad93 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.074316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.074316Z digest=sha256:570b8c2bd5978973b211a22908bb9da073abd98d353ea82f1ac3cc4aa128ca56

Observation 1a1b2de2-85bb-40fd-8ff8-6b6ab6cdd944 · outbound

This paper cites The Faiss library.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Faiss library

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.130149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.130149Z digest=sha256:246b1c6b19d61346fae176bb74330f8023c393f3add8e56590af40ae0636b26b

Observation ee3af0aa-c593-4f07-8642-2c6e6c48aa97 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:57:29.994085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.188385Z digest=sha256:5bb23978c4b1642058a0dbfacfab1ebc3bd0d82c8d35feaf5a613ee5587a4b02

Observation 3c4e8dff-c6e7-43b5-a136-6d066d5cffab · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:57:29.836645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.251811Z digest=sha256:8c71b4052dfebc6ba0ca89a36549164b22131f34d2e45c88d259e779651e2cb8

Observation 421c10c4-fdda-496d-92b1-f9870f8b80bb · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Lost in the Middle: How Language Models Use Long Contexts

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.306936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.306936Z digest=sha256:f179789deb287058ea0f71f1d340953b6d0cfc0f9f239f173562393747bde5c0

Observation 2b3532aa-9b3a-4d6e-8472-f0c0ba700b28 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:57:29.755495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.372961Z digest=sha256:b5e53915c5cc689c3ad23a6a1e46e322023df4a76858ad3c9d3adaa0eb6fc9b2

Observation 74014993-5866-45e9-922a-c8fed425455c · outbound

This paper cites Telesford, Karen E.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Telesford, Karen E

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:57:29.655035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.416918Z digest=sha256:63cfbf7ed138c450656656caa278de748243b0ff6d0089f6c0eab134ca763bfc

Observation 39dc39f2-8afa-497d-ba50-1883950b60d0 · outbound

This paper cites Secrets of RLHF in Large Language Models Part II: Reward Modeling.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Secrets of RLHF in Large Language Models Part II: Reward Modeling

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.485425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.485425Z digest=sha256:e5b173348efeab581f62ed1ad7345e08257f8adeb174ddc266f6ecd40c163c9f

Observation baa20c85-1026-46e9-b295-baf109e067e0 · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:57:29.520816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.557757Z digest=sha256:fa018091343ecbe63064411e9dc721bf0b3a1fae5fad056080a6d8fd118ad739

Observation 62a57669-0194-4599-89c3-67d2e0c49e93 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.617604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.617604Z digest=sha256:0a6ef7496f4cb5237c03dc401b39a985e590d92d172f9526669e310821ed680e

Observation f973977d-8271-4b9a-8f9c-52c81ae64b04 · outbound

This paper cites The Generative AI Paradox: "What It Can Create, It May Not Understand".

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Generative AI Paradox: "What It Can Create, It May Not Understand"

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.675693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.675693Z digest=sha256:34ec391b77a1714dbd85df270ef9690a902e92839cc7c510e674b6a9bf9e2b16

Observation 04bf1c0f-bb43-4a31-b684-729ab3560d32 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.736353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.736353Z digest=sha256:58b8ab3a2a130dbf05736328e6f37c8ce622c53ae0abdbb21b72e25445c5bcee

Observation c41b6622-c012-4e13-9393-7f24fb2d5e38 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.814788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.814788Z digest=sha256:570639321064de61479320e76f18adc267486c63f1de1dab21dcadb2d626238f

Observation 17e416df-d10b-4571-99a9-23219fb885dd · outbound

This paper cites Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.870674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.870674Z digest=sha256:a1618d72ab352c93440c568ab623cb55bf676cb9b845a6426c9667367fcc17f3

Observation 1c9c3c07-1fff-471b-acca-18922b1ea228 · outbound

This paper cites online" 'onlinestring :=.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding online" 'onlinestring :=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.952021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.952021Z digest=sha256:3f874eab95a404e2c32abe88030ee360edf53a7e37b83c7538819f61ec749359

Observation 71917d57-49bf-4bfc-8cc1-36dbd3177911 · outbound

This paper cites write newline.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding write newline

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:29.014895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:29.014895Z digest=sha256:84d2fb112ae4b2a0e28884f846f3e1f7995debd399cc773766e99fbc0ca3820a

Pith citing papers

No inbound Pith citation observations are available.