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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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:bd64cdf5971ba400af73724adcae2e675679f8379aa6d73d088cce39dfcae60f

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=sha256:10b19c30ad3c1e7a2a36bff699354dd29938668919dc1e92afa33cb631366672

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=sha256:862df89084fd25cdae4ef665171a23e3c54544a4b6541ed1ca2a3df7d06202ea

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.188385Z digest=sha256:66f7e1ba19f31a8077bb5e63f73e9c65fce2cb1afb069b365d9a9eb2aa181703

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.251811Z digest=sha256:e02ab7e1bb54eda66233342e4684bc2faf745c61fe3ea6808f1df36f0117f54f

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:f14fed6a08507ea400513c4f5e149d65c0fd0278eec2b7480d7bcca71fd47d9d

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.372961Z digest=sha256:a446c7979b6fd072eec7aee7d086032c1b673b850c205531b7f409ccbe75f84f

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.416918Z digest=sha256:bbb9f7eb85ad421a6d63a085e3641a700f647df0b411d74b296666840db20b52

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=sha256:02ec7182e942f00136adb39f90d8a4c99d4e9e2fd1eb8c1c680ce01b1b752529

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.557757Z digest=sha256:bf39d005f851f4092b54a7a54b353cafd26a179860c38b4f4d6aac7788fc2763

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=sha256:6c0c63ab62946eae452fe5a6d93abfe5237cd0631412cf7871c91152fe5fc882

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=sha256:6bdafaa4634447047945599b48307a73bf0d934bf1d7fb956d80006f27f96d51

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=sha256:1cae5cccb572cf9bcbcf2c1f229c6946acdf013209c9d11df2c3af4730f09e83

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=sha256:85ccfe1b5d18a5b572a73fd8d02acb5e37c01bb73574feceeadd833d2d9ecda9

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=sha256:06df9a690496e984b7cb5ad5a055e22740ad052c3116cdfad5eb027996e8c369

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:fa892ecfb3f40e9a721c4169ae1f80e9fb79eba781365347672e471d699424ac

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=sha256:65a16db326b1b8b99ae2389a7987bf0b380d48798cb4c0f76e6edbf9897a7093

Pith citing papers

No inbound Pith citation observations are available.