Paper Citation Record · LEDGER

RecCoT: Enhancing Recommendation via Chain-of-Thought

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2506.21032.

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

pith.paper-citation-record.v1
2506.21032 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:42:44.302766Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T03:46:05.076346Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T17:25:51.269516Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy3
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25aaad40-1bf1-4716-9d73-ec3b7ae6fb15 · outbound

This paper cites GPT-4 Technical Report.

RecCoT: Enhancing Recommendation via Chain-of-Thought GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.167002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cde62ba-797c-41a8-b3a8-f31b71fc5306 · outbound

This paper cites Qwen Technical Report.

RecCoT: Enhancing Recommendation via Chain-of-Thought Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.173502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edee6f71-2b32-429d-8cd6-8dee52cfd56f · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.799175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 82b1dd79-00c1-470a-aec3-9eb4f207c1a6 · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.781472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54bf9952-337f-4611-9000-d8cc6be32b0b · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.764473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f106cbf4-b557-4d6b-9011-0e5c57eabf97 · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.194640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9720f0-f2ac-4fb8-943c-e269fa4498d7 · outbound

This paper cites M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems.

RecCoT: Enhancing Recommendation via Chain-of-Thought M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.205655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7969007f-326a-4e61-b4f0-1d9e80f1aa41 · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.737501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 187bed07-aafc-4a32-adb7-e8e85912274e · outbound

This paper cites Successive Prompting for Decomposing Complex Questions.

RecCoT: Enhancing Recommendation via Chain-of-Thought Successive Prompting for Decomposing Complex Questions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.215532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29252005-ac75-482c-b4d8-2a7956a0cd4f · outbound

This paper cites Leveraging Large Language Models in Conversational Recommender Systems.

RecCoT: Enhancing Recommendation via Chain-of-Thought Leveraging Large Language Models in Conversational Recommender Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.220507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea61762-54ce-42de-a947-b4c296e2e021 · outbound

This paper cites Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5).

RecCoT: Enhancing Recommendation via Chain-of-Thought Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.225175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944039d3-09ec-403d-83e3-8034b247078c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

RecCoT: Enhancing Recommendation via Chain-of-Thought DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.229878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d372c46-8943-48e1-bfac-c3852bca5f0e · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.235499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491b9f1a-12bb-49fa-8e4b-422e5ad8647f · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.707924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f8f8b6a-d501-4db9-9c0f-988778046cc9 · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.690409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 214561d7-5640-4c37-bc2a-3f2a1a4b7fbb · outbound

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

RecCoT: Enhancing Recommendation via Chain-of-Thought Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.253928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9c3544-670d-4752-8e03-489339c05a39 · outbound

This paper cites Diederik Kingma and Lei Jimmy Ba.

RecCoT: Enhancing Recommendation via Chain-of-Thought Diederik Kingma and Lei Jimmy Ba

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:42:44.674750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8519b45f-3684-4c23-89f9-3bfcd20064af · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.658704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c49caf3-ea28-4785-a159-74bf72cab29a · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.641704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3afe8d5-dbc4-4a0b-9691-965a294e36f7 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

RecCoT: Enhancing Recommendation via Chain-of-Thought DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.272713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 758ed7d0-c739-45f1-b08a-28ebf9040f0e · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.277156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9072da7-81f5-4544-92b4-cdac52f40381 · outbound

This paper cites Leveraging LLM Reasoning Enhances Personalized Recommender Systems.

RecCoT: Enhancing Recommendation via Chain-of-Thought Leveraging LLM Reasoning Enhances Personalized Recommender Systems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.288179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 751de665-fa4e-405f-b47e-e566df34f9d5 · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.592051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc0af924-167b-4eb0-a23c-0c6c535098ac · outbound

This paper cites an unresolved cited work.

RecCoT: Enhancing Recommendation via Chain-of-Thought Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:42:44.575394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ceb0fa7f-46f0-458e-8f63-e4dfe76d96ad · outbound

This paper cites Zheng, V.

RecCoT: Enhancing Recommendation via Chain-of-Thought Zheng, V

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:42:44.557452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4c5d107-b2ac-4c47-8b67-e727fe36d93e · outbound

This paper cites In ACM International Conference on Research on Development in Information Retrieval (SIGIR).

RecCoT: Enhancing Recommendation via Chain-of-Thought In ACM International Conference on Research on Development in Information Retrieval (SIGIR)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:42:44.611174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cdead5fb-172e-432f-9802-c4cc406056ae · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

RecCoT: Enhancing Recommendation via Chain-of-Thought Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T22:42:44.240851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 727e2f85-2cd6-4838-bc68-1947834c972f · inbound

SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation cites this paper.

SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation RecCoT: Enhancing Recommendation via Chain-of-Thought

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:18:16.778818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0524f017-8a4e-4b9f-b03c-d21e8f2993a5 · inbound

Intuition-Guided Latent Reasoning for LLM-Based Recommendation cites this paper.

Intuition-Guided Latent Reasoning for LLM-Based Recommendation RecCoT: Enhancing Recommendation via Chain-of-Thought

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:25:51.270984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.