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Paper Citation Record · LEDGER

Open-Set Living Need Prediction with Large Language Models

As of 22 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2506.02713.

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

pith.paper-citation-record.v1
2506.02713 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:31.834929Z

measured 63 of 63 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

63 of 63 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1f3b914-0ae0-4b17-ab9c-da32460ac994 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:43.374103Z

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=arxiv_source observed=2026-08-07T11:23:25.148135Z digest=sha256:6532badfcb04beadafb96b5f0ec5be032807bc700d09363c6912ad943d912a8b

Observation 87f33e11-7e4a-445a-98d2-f119bda46ae7 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 2

Resolution
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raw_fallback, observed 2026-08-07T11:23:43.094102Z

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=arxiv_source observed=2026-08-07T11:23:25.235315Z digest=sha256:b6b8d3a8b58843ea0733e78c168c30f9f41a3d1972990619dbc6414ed6bec39b

Observation f8ff8ec4-72fd-495b-a90d-21bf33ff5065 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:42.803788Z

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=arxiv_source observed=2026-08-07T11:23:25.347134Z digest=sha256:77f839df2c60c6b415255b406ecab7d4c1c91bce0c4cd547ffb7e2c248cf0e82

Observation 18925383-01ea-4255-944f-7c9948c77128 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:25.395395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:25.395395Z digest=sha256:dba083a5ba015b1034f3193f6c62e76be53773f7e4215a0a8e327c8dcf663eb1

Observation 49e0babd-79f8-41af-aebd-8e3eaf7d2e32 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:42.499768Z

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=arxiv_source observed=2026-08-07T11:23:25.480335Z digest=sha256:71ce6e370bfd042b670900ef32fd9bdb48ebe51a9092a6a50ec1b75f6e9975af

Observation 1b7c1a9f-e5ed-4f78-aa76-48d752e47449 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:42.162617Z

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=arxiv_source observed=2026-08-07T11:23:25.558887Z digest=sha256:46fa91b72a0f032893420264a55c1b2842b447e51a06a8fd295000b800c5967e

Observation c6825903-ddfa-42aa-ba7c-f8ea798d22ea · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:41.827316Z

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=arxiv_source observed=2026-08-07T11:23:25.695244Z digest=sha256:31d16dd5e4497af83248fdf712e4db3349d96c73c6b4d992d08c2b86bc7d04ae

Observation 63e634cc-3f6d-401b-8b6a-7b9c6048a956 · outbound

This paper cites A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.

Open-Set Living Need Prediction with Large Language Models A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:25.790183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:25.790183Z digest=sha256:40b85e01921fb216d9978b9c4b99fac2bcff445e336508afead84695e9f4f142

Observation 0c84bb25-ddd0-469e-82b4-7c4e5a9038d8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:41.451686Z

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=arxiv_source observed=2026-08-07T11:23:25.897120Z digest=sha256:100f36b9efcefd8c05839619bdf4f7f83049a4d75eee8af078686163b6120986

Observation ca11eb92-65b2-46d0-9721-b28c55af78b8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.019958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.019958Z digest=sha256:906b677b2865bcf7801f9e0c7e9f252825fb10692f3c64254b063e9cb72b474a

Observation c47d12ca-72d5-4100-8e85-55071b2ee438 · outbound

This paper cites S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents.

Open-Set Living Need Prediction with Large Language Models S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.095730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.095730Z digest=sha256:cd8bfa1b2edf999af80c65375e52934301e3ff48a890b6f6de4fd63945c43d5b

Observation 1e858b2f-87b1-4c32-b9cc-857f887e66bd · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

Open-Set Living Need Prediction with Large Language Models Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.179674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.179674Z digest=sha256:fa519bd0e15b8a95113eeb9fa4838500ebbdca133cb2fd3302a8882d65fc8114

Observation 811f0325-553e-45e6-aff5-034ffc1c198d · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.274812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.274812Z digest=sha256:d55a421a374cccba07424b5a09e067e81386d78cca2a1c860c3e0b0fa50c5929

Observation e358862d-4c8e-4139-8f6c-56eaf3c6cada · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

Open-Set Living Need Prediction with Large Language Models DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.371005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.371005Z digest=sha256:2ca2d403b5ab9813a2e539e76aad362a8b516fec4189c8012052084ee4be2a4f

Observation f4afae3a-64ba-42eb-92a6-6414f75bfc3a · outbound

This paper cites HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction.

Open-Set Living Need Prediction with Large Language Models HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.475981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.475981Z digest=sha256:b1f49ee6c1ad604e2f1aef54477bd1dff0a44e8cc1db30a30bb8bbd924c6ca7d

Observation df5ad584-cc7c-4d60-9cae-a40e61f26268 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.528448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.528448Z digest=sha256:e71910fa28d15b0146c2002cc928cc971955e15433d7170186ddd9ba59f3e09a

Observation ae4132ae-f9cb-4679-8b77-fd78ddde52a9 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 17

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:23:33.854692Z

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=arxiv_source observed=2026-08-07T11:23:26.628228Z digest=sha256:1a35a5d4443c09bf3ac99efeb21f47e5a5d9b8c67d987e5d598e8f1b216e2506

Observation 9243c5f2-a848-4ec2-9242-990167fcdc17 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.715414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.715414Z digest=sha256:0a710ee92920755c0c4a27592918c6774de69918ed971ff8a446bd117c090b89

Observation c3cd0964-61f0-437f-a4a7-f567e35d3f47 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 19

Resolution
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no resolver link, observed 2026-08-07T11:23:26.822859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.822859Z digest=sha256:a1338ba0d777a1217d7fbab2499a4d98201092ab284a2e6c81114c3f7f75f0a4

Observation 1124bf62-1e60-409d-9fb3-000069a76838 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 20

Resolution
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no resolver link, observed 2026-08-07T11:23:26.905379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.905379Z digest=sha256:7c19961c9dd80e83163d5831f370d6f2d564c70f3393a6671fe8fd0ff9c2b14c

Observation 165522ec-90cb-49ba-9bc6-197c0368387a · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.979317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.979317Z digest=sha256:8321c95d65cd576d10d201ee0f105662a062ee90d6fca9867b124f6634e57ec7

Observation b25d7f4b-5333-4364-b63b-4a20bf9fef9b · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:41.198949Z

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=arxiv_source observed=2026-08-07T11:23:27.110000Z digest=sha256:86640faf13b0c5250e267758471b845f58a97d112a12293279626744ecad84c9

Observation ab513378-3bc6-4e61-96f6-0838a5ecb094 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.979808Z

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=arxiv_source observed=2026-08-07T11:23:27.175980Z digest=sha256:d51aac5982cc98636b42c3776033ba13d383ecc6f86dec433bf8f0f5d573c7b0

Observation 42415b56-dcdc-4012-afea-95fbb7abd430 · outbound

This paper cites Language-driven Semantic Segmentation.

Open-Set Living Need Prediction with Large Language Models Language-driven Semantic Segmentation

Reference 24

Resolution
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no resolver link, observed 2026-08-07T11:23:27.264941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.264941Z digest=sha256:9a7a8fde24abba66d985fb389e6847a986ba5f69af569187e57b0ed3b18cc89c

Observation 3783d49d-3b17-4a73-8fc1-382118759dc6 · outbound

This paper cites Truncation-Free Matching System for Display Advertising at Alibaba.

Open-Set Living Need Prediction with Large Language Models Truncation-Free Matching System for Display Advertising at Alibaba

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:33.341241Z

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=arxiv_source observed=2026-08-07T11:23:27.342966Z digest=sha256:8ed1a4af0637ef7d0ab1b7401761419933c307ef77bba8e1e27e5355abc6b68e

Observation b70e0df4-6bf3-42e8-93c4-8cff5557f0e2 · outbound

This paper cites EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities.

Open-Set Living Need Prediction with Large Language Models EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:27.440441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.440441Z digest=sha256:4cfbfcb1b6ab26a99f60a3a06cfc11bce7dcc6e01768e5a50e211a925a12eed0

Observation 1178817f-b8ba-424a-837d-a7dc06faefc2 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.760112Z

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=arxiv_source observed=2026-08-07T11:23:27.530073Z digest=sha256:6e174be3e94e57071411e939257aef8a24ffd40fc2a05c00b1f68ae26cb8d904

Observation 6669c81c-b127-43df-b612-2d705462591c · outbound

This paper cites DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction.

Open-Set Living Need Prediction with Large Language Models DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:32.891903Z

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=arxiv_source observed=2026-08-07T11:23:27.626494Z digest=sha256:1bc34af993aa94481fee6585b5913505aa46bfd2523ed43fe26043cbded62ad6

Observation b4aff891-154e-40e5-8139-1bcae9991adb · outbound

This paper cites A Survey of Graph Meets Large Language Model: Progress and Future Directions.

Open-Set Living Need Prediction with Large Language Models A Survey of Graph Meets Large Language Model: Progress and Future Directions

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:27.694982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.694982Z digest=sha256:121a70907c563c5b57322a7d2db379a136fcbd189799937486a0fd5d5a8f2212

Observation cacdbdfb-f7b6-4f19-8b6a-d1ca65fcce73 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:27.791697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.791697Z digest=sha256:476cb44597d83023f008cf1cc7fa7a166c7fd73425e610dbb2fd81d4701039e2

Observation 7861622a-1228-4d6b-82e2-3baa41cb900a · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.539019Z

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=arxiv_source observed=2026-08-07T11:23:27.983882Z digest=sha256:c8ccfe5029517f95c171d052ee5234c843b666b78616fd10fd83324e47eeb4e4

Observation 72681ca7-f1bf-4f3f-92a4-920f640cbfef · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.335083Z

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=arxiv_source observed=2026-08-07T11:23:28.121168Z digest=sha256:4484bd2f59505334de1d49fad010450a322aca95b3d307feecb6af30ef697fa3

Observation 01e7c31d-4748-4a01-828b-da2dccc4bd97 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.132086Z

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=arxiv_source observed=2026-08-07T11:23:28.198100Z digest=sha256:a7a59d812dd94b89dd4234929ad0293fb788aafd21304110e74b71bd56628829

Observation 051b37af-10f7-4c72-976c-701d823f37d8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:39.872621Z

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=arxiv_source observed=2026-08-07T11:23:28.327989Z digest=sha256:f727ba6e18e97d2ff12085fbcf84dbf39346eae55141393cfb96533009b39de3

Observation 23e893d5-70bd-4ed4-aa82-9a0033d7a87d · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:39.524544Z

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=arxiv_source observed=2026-08-07T11:23:28.440597Z digest=sha256:ddb21807303bc49d7a27d7095eb8a1fced26663354cdbc81513e428479f1e728

Observation c7621959-f05e-4e23-9692-eb2808bdd0ce · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:39.265862Z

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=arxiv_source observed=2026-08-07T11:23:28.560392Z digest=sha256:7e758b04897191ba0b63bfbdad95d2ba231c4e257a74219ea7a965305b608893

Observation 20bb8ce1-ae13-4e64-bf85-d27a719cde09 · outbound

This paper cites LLMRec: Benchmarking Large Language Models on Recommendation Task.

Open-Set Living Need Prediction with Large Language Models LLMRec: Benchmarking Large Language Models on Recommendation Task

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:28.632963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:28.632963Z digest=sha256:19430d3ed11bca42db1fe54405bd11a0f69a272f50c541cea79b1274af31b996

Observation 8c457db1-aa37-43a5-8846-ae62e8eeb765 · outbound

This paper cites In-context Learning with Retrieved Demonstrations for Language Models: A Survey.

Open-Set Living Need Prediction with Large Language Models In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:28.758455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:28.758455Z digest=sha256:80db4ec6fbf2086e9bed8360b9d0151d4c3583cbc6af57b0bfe55dce944b313b

Observation 015be339-527b-4ea8-b6bb-ae18a8b05f22 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:38.921094Z

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=arxiv_source observed=2026-08-07T11:23:28.836637Z digest=sha256:786ff35d1acaf5864bc4074910449151f6bc702951e955db58da1754dd118b62

Observation f25ff3c3-0f9f-439d-bd76-2105443e9d71 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:38.607115Z

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=arxiv_source observed=2026-08-07T11:23:28.976809Z digest=sha256:68c3deaaba1648e385cf5340fea3bdcbff2ca1210ebbf8372f46f93e5f899fec

Observation 78f86dd0-0d8d-4fc2-bb5b-bf5a80a98a82 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:38.313178Z

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=arxiv_source observed=2026-08-07T11:23:29.050885Z digest=sha256:f45bce4a0214b1d471c2aa2a0b5e6eb11d1bb9fdebf93124620994147ade940c

Observation f1049e98-2822-4087-b115-6cb9711648e8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:29.193551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:29.193551Z digest=sha256:676f75db73508ec9e2778d86fe6dd2088b027239acf327c620b1d36493a09b24

Observation b6fb5cf1-205a-4554-a847-09c824c22c63 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.950271Z

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=arxiv_source observed=2026-08-07T11:23:29.329174Z digest=sha256:82c1b877150961f5a073145c5bc0b797c4bd06939052ecf3176fb55bb76071e0

Observation 05d69338-093a-4f68-bced-8f4a836ad219 · outbound

This paper cites AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.

Open-Set Living Need Prediction with Large Language Models AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:29.481385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:29.481385Z digest=sha256:d27fd1cf1a3356400920d71f77dafbc7efe28d79eacde016dd421612437e4ac6

Observation 72410861-c9f1-4b2f-a282-1e1011204807 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.701000Z

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=arxiv_source observed=2026-08-07T11:23:29.639044Z digest=sha256:bd9a12999474b6d4f236c614022bd52d46a39bcf10452033ddf3a302f861d315

Observation f39c0cfa-5ed7-4577-a27a-b10e9e9b51d6 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.312584Z

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=arxiv_source observed=2026-08-07T11:23:29.772492Z digest=sha256:7c63ca935570aaacd3fcb8de9ba47cce77581b10fb4cac41fd51fa29f31911ce

Observation 13fb15d9-3420-4235-962f-eee55bf8aa64 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.053102Z

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=arxiv_source observed=2026-08-07T11:23:29.901984Z digest=sha256:1910956a5a15855f237a0411e44d39371848b0bd38e993e05a6ea0a611a17ae4

Observation 5ebdafba-162d-4b94-8e53-c494e4f39d10 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:36.687018Z

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=arxiv_source observed=2026-08-07T11:23:29.991038Z digest=sha256:4b782232306dae3a6b74b40dab4f5961895370204d0497bbc08fc8a9ce2e4e65

Observation 993919fd-4827-4c1d-aff6-2a2d9e463ad7 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:36.449499Z

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=arxiv_source observed=2026-08-07T11:23:30.123216Z digest=sha256:54f52627aa69d181aa4c62b3662023aac4bd0953df13ed22909893582664ddd7

Observation b7c20724-167c-4306-9b94-56ea096c3542 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:36.171261Z

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=arxiv_source observed=2026-08-07T11:23:30.273330Z digest=sha256:6d080ace97c7951c10f19b7960cfe11463b71c1b785daf54b6c18349a5ff797b

Observation c83718ee-40bd-4e7e-87c6-51f4e00bff40 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:35.845055Z

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=arxiv_source observed=2026-08-07T11:23:30.442832Z digest=sha256:62b49cba070b92a38f7d725ba2055939d405eb59a4e666a7a4ad4896fb427f55

Observation 31ea5b21-4e86-45c1-bb54-81493bbc68ba · outbound

This paper cites A Survey on Human-Centric LLMs.

Open-Set Living Need Prediction with Large Language Models A Survey on Human-Centric LLMs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:30.590967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:30.590967Z digest=sha256:9cf3ea52ea0486285e5a55cf6b56a1c87977df15e93c0ea2f595e3f3b955420e

Observation 3214af3f-d20b-4f96-afb8-2532c1f89a78 · outbound

This paper cites The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation.

Open-Set Living Need Prediction with Large Language Models The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:32.274599Z

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=arxiv_source observed=2026-08-07T11:23:30.727751Z digest=sha256:5c0a3e43c27fbebd168d59ae0c79bc2ab245304161241ffa3ec9d0af89b31499

Observation d04389e7-d56a-476f-9a49-9c6a56850572 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:35.449905Z

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=arxiv_source observed=2026-08-07T11:23:30.951270Z digest=sha256:2353546bb56c3444442b54f2c01c1df4a5c36d6032c199e82c2e8e99f35c407d

Observation 8e7e617a-a13d-4bbe-b17e-4d43d044bf37 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.135307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.135307Z digest=sha256:3c918d387194dbc3f8b7dfcc40d07f897836b3629f4449a6445b9bbdb95e55b6

Observation 56548b2b-2489-4ce9-92ad-3d27df3e19b6 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Open-Set Living Need Prediction with Large Language Models C-Pack: Packed Resources For General Chinese Embeddings

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.209037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.209037Z digest=sha256:fa2b4028eac39b1715a44dc15633f7204c7273dc4c8c001d87c7aad7fca6aaee

Observation 594fda5b-b068-457a-ab2d-25e9db60138d · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

Open-Set Living Need Prediction with Large Language Models Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.277839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.277839Z digest=sha256:fe068606b3cacf92c8cca5e1447fe1f8f371a437a833818d69112dc984987471

Observation db36b37f-7357-44fb-afdb-cd1ed9eaa491 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:35.236681Z

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=arxiv_source observed=2026-08-07T11:23:31.389332Z digest=sha256:da65a19f7f65a8a60b5903daa07a551c3dc692ee47be555dd3b9de2aef045d31

Observation 28a66bff-2621-4418-bf39-70879a6caa3b · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

Open-Set Living Need Prediction with Large Language Models Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.488533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.488533Z digest=sha256:5973d45023bb186bc6234c99dadb0fdd781b5d65c6a4aba8b209e4183a116f18

Observation b2e7b2d9-ab9c-4c26-bad6-22055e329a3e · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:34.936519Z

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=arxiv_source observed=2026-08-07T11:23:31.552946Z digest=sha256:47a44b7df51fa9af010b7806e18efa9e8dc20c5bf7314349b22d5d8bca4b749f

Observation 4589df37-c067-4af5-93dd-bd3449cdca05 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:34.604435Z

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=arxiv_source observed=2026-08-07T11:23:31.630421Z digest=sha256:2cb5ad4a523cf85e452f9c910db5f327f7dde746c7403370cdb660e834c13263

Observation d979d87a-673f-4f2a-97bc-411ca4d08763 · outbound

This paper cites URL: " 'urlintro :=.

Open-Set Living Need Prediction with Large Language Models URL: " 'urlintro :=

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.733699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.733699Z digest=sha256:88b8cbb94253dd137fd5be5f98f8c213b1ec7056fae383c592a6dfc8afeba62b

Observation 30374d15-e740-40cf-8645-5abd9a3d4b65 · outbound

This paper cites write newline.

Open-Set Living Need Prediction with Large Language Models write newline

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.834929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.834929Z digest=sha256:0460767d9d8bd1543b98ee9f70111d9fc1778d63f5894a373401be0f276af094

Pith citing papers

No inbound Pith citation observations are available.