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Paper Citation Record · LEDGER

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation

As of 23 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.06632.

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

pith.paper-citation-record.v1
2608.06632 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:16:37.699156Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

36 of 36 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation beffe540-9c7c-4299-8b8d-0dc1eed755d0 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.300185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.537477Z digest=sha256:df30e3eaa6930c485433b6570d79a7f9ee83b0c5b8472d615a6b2f1119c6cef5

Observation a53ad064-ebfb-4b6b-a452-9407fd9d6f60 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.285805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.543364Z digest=sha256:e4902d89cada6e23646771991d4b26fdf0f24c29690ce1439bc6c41f41bcfae9

Observation e4fd84f9-45ff-4eb1-81e3-af038335c7f6 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.547997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.547997Z digest=sha256:007af9383e5e7285f6a43b978ac330815c5f958ffeca99904f25ff8677a62cc3

Observation 30f3cde2-cf3d-4cc6-98ff-1dadeebe3948 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.556872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.556872Z digest=sha256:b5bcd5b8500d52e7a23c69892bc2e3dfbd4064578096d8f5701d1d65603bab72

Observation d7126f00-5d9f-4b42-a266-02aeb8d9914f · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.242750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.561422Z digest=sha256:db52948a876b763356774172f9607137932a46f8bdd60dabc598ab660aa73436

Observation 27488a1e-7f5c-43cf-b868-3fd6445b3e1b · outbound

This paper cites Recommender Systems in the Era of Large Language Models (LLMs).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Recommender Systems in the Era of Large Language Models (LLMs)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.566186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.566186Z digest=sha256:9ae8e8b55499c30961c8f491f6167dac41fc4dfd51ec42cb826e27f1afcae78b

Observation 8c108cea-5306-4c38-999f-042ba032fb7c · outbound

This paper cites A Large Language Model Enhanced Conversational Recommender System.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Large Language Model Enhanced Conversational Recommender System

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.571391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.571391Z digest=sha256:6e1021ab322c919d92ed29fb1d1e4378fd765b63efb8e723869f7f9bf8d98648

Observation 4477c891-8e66-4463-8af1-89977b729051 · outbound

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

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Leveraging Large Language Models in Conversational Recommender Systems

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.576942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.576942Z digest=sha256:459131a4ce0426887cd017e88157e306ad7c5d7e44c23ca3a6fbb69ef94cea61

Observation f76d313b-61f5-47bb-bdb9-58ab3044fc9f · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.227804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.581622Z digest=sha256:3db87561d208bc7f40e2afe0352c21e23f35dafa4e2d593da0290aba3d68bb8d

Observation 5145f849-8bf5-4805-88f3-8d6ff4ec69f1 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.212225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.586164Z digest=sha256:58073e549f372392aeadf0b3c59d6019f5222e18b7ee79f1162e58f980120ba8

Observation a5c30e58-fbd4-4ff5-9a47-513c00867c70 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.197576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.590787Z digest=sha256:93bd77bd10fe3113b4cdef1ddaea84ba94ca9226e80350f763ecf1751b0d19e2

Observation bf36143c-1ddb-4009-b88e-1d7f0bc99040 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.183421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.596385Z digest=sha256:a54f8cbc572662d94a3974c5c25309bd2507658b17e43d9550d35a10e8f4e825

Observation 879ebf58-6727-4d9a-8c94-54f8e6bcd91e · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.167908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.602083Z digest=sha256:eb61144471676a3805ffea202012e04d9638081e931e37dae32ee339fbc06e63

Observation 4113f060-ac64-48dc-ac40-b0c2537cf46c · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.154381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.606570Z digest=sha256:31b460bb5394e9c4e3568eeb5e8ebbc78f7773bb0b6124dd4008ebe4b01403a6

Observation 37829f0d-cb2a-44b0-958b-e8440e6d1c22 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.610991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.610991Z digest=sha256:07db1dc99393c7a0e6802bd115e45d67bb2f633281ce79735d1f998e1bf667b3

Observation a4901b37-42af-4530-a462-fd3e86301bf5 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.132070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.615492Z digest=sha256:03be64518851744710f10fc7aa64d64590306028e9091d9a39327aa259c203f6

Observation e739c6b4-da00-49a1-a654-036046724fa2 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.118047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.620632Z digest=sha256:53a78db55a0b050489d3ae80ea458058edd4515cd0475b21f2be88448cef9fdb

Observation 8b3197d1-434e-4872-a245-55765dbf2683 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.103780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.625010Z digest=sha256:e0fa8e2db22531d46e654883b2253f3cdf419e12a54a33ea13e27c9cada8ddff

Observation 198ef76b-fad9-4456-acdf-2dc88cca0729 · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.629246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.629246Z digest=sha256:7088e720df745db6f0a131189f02c4b1ac282e3f3bf294e50940fcd820151f4e

Observation dd3ffa04-ad1c-4475-92a1-b81d1baa6cc9 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.634297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.634297Z digest=sha256:b1ea976dd41c4501b4cdf06d82b7a0652f8d92c656f0aa6d08e302eb8642faf5

Observation f08df073-dc5c-4b7b-9239-2fdf3e0980ad · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.080073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.638737Z digest=sha256:8fafc847c6dc095d91090a829a388b4c7dfdebeb1ae6f528db5a4f48366f31cb

Observation 1e05f0f9-7664-4e83-83de-612bbcb88526 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.647609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.647609Z digest=sha256:005b00097c281f8a4b7cd99723e288cbc8d8497a81ace05d2e8760d4602f571d

Observation 6b7cafbc-887d-41ce-bc10-ccca5827ffa9 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.039759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.651887Z digest=sha256:195e1f5611e4dcf98525e4c00eed9b912ddd3f82acf73afc1b883ff6d275eb9f

Observation cc034dff-e392-4fc5-b9d0-d1a6277b5cfd · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.656152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.656152Z digest=sha256:e399850558dd10af3f934d31f6711007e4811aa10dbc27569be1ba963887e836

Observation 126a38b0-a187-4187-a8d7-5e25dc7b60d4 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.665026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.665026Z digest=sha256:75bbaea7c94fd49e037e8cc9f9677ac2e4b5b0b6c4b5d68e6c58b55584841025

Observation 0c0419ec-a758-412b-822a-535d83ab7d78 · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.674726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.674726Z digest=sha256:d1da76aa63bd6b6aa3d0ae31f7755a6d9360903f4b63eb7ebd70abd409c5232a

Observation 752e2809-77aa-4530-a999-77f08e30e498 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:37.988481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.679244Z digest=sha256:d097fa28ee535fdfee3c9fcb285f07bfe6b7963005a8b1516373f3738b478bf4

Observation 548972d5-8201-4788-a0e3-b235d662a481 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:37.974072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.683217Z digest=sha256:f2016c8b66fcfbd139539c2b16ebafe874b86e8cee7db49fc48fcf01ae51b1a0

Observation ebcd711e-f2bc-4aa8-b41f-3bf8c27f8533 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Survey on Large Language Models for Recommendation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.687138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.687138Z digest=sha256:77dcc0cf1168ea621d558945f1c5d1dea626f5f0127a69d10c1915160f57a16f

Observation 5925cac4-d680-4a36-8eb6-519a8b039004 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.691303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.691303Z digest=sha256:f50ffb7d2610d94dd68ddae6509f1dd929a7efbf806ec291c843bd151e979ec7

Observation dc39617b-1724-4d00-a424-68088847b3b0 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.695193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.695193Z digest=sha256:548a39ba294522f8bf413dd8aef2b9ce92d41de1b6aa408fd0a072510c406ede

Observation d11fb755-ec50-4c48-a537-b9046343ad8e · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:37.950104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.699156Z digest=sha256:f3ee1f1856f5c2c9b143cc4a7277a9963fa4ac1b77c3106f089a700974ce0a94

Observation 2d4cdcb5-4464-45a0-ae91-3409a495a966 · outbound

This paper cites InProceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation InProceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI)

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.660665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.660665Z digest=sha256:d51e2f7a15484e85be78b1a75f53eaacc6e9f079be8f9246e643d2c30e03c094

Observation 160983ee-0587-4816-a54c-69ec25c133ac · outbound

This paper cites InProceedings of the 1st Workshop on Deep Learning for Recommender Systems.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation InProceedings of the 1st Workshop on Deep Learning for Recommender Systems

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.552346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.552346Z digest=sha256:63b8791ce89c1bd05801fb023da25d963b7b60a6f3d593cebe3e7b1f1d82fdec

Observation 051bed76-0005-464c-9424-272bbedd942f · outbound

This paper cites InProceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation InProceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM)

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.670161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.670161Z digest=sha256:705e0f12ed435e50794fd8c3f2a2bd33faf4947499106e11349fc5363d8ff4dd

Observation 2fc0f50d-ec19-45e4-99de-254db1ab4a64 · outbound

This paper cites Nature Communications(2026).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Nature Communications(2026)

Reference 2026

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:16:38.065068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T04:16:37.643302Z digest=sha256:d5dc7dd8cd7084d6a7b5256c7e2d02c6316c75f8cdde3041533995365c914c68

Pith citing papers

No inbound Pith citation observations are available.