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Paper Citation Record · LEDGER

Open-Set Living Need Prediction with Large Language Models

As of 10 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 2026-08-10T06:31:04.303077+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

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.148135Z digest=sha256:536455532b9b331b04a30789ec0b6c8eeb4827f2c11d328618f5b44dfaedb549

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

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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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.235315Z digest=sha256:57fedff4d2bb4a5f94ada04d24e1fade552ea6055431e8966e7d9b9250f21a77

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.347134Z digest=sha256:0ffa0aa5d24f60ec84c5dfca4f78769c85400b0efa8dec4b96fd47f391a10e4f

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=sha256:849d9bf122036937932b76f82c358b450c2aacf89178bf8a6c1827c0d5c665c3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.480335Z digest=sha256:ccb09558f6849a73183e0fe061a1394611be74142798a800ea1a00e41d9dca9f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.558887Z digest=sha256:f2f547e46f7a088ddf6e8ac603a5199041f359b05a971f99c74fcd6af9db2bfd

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.695244Z digest=sha256:1a30ec45e31bb5834a8ab1419d46afd140f588144e31ace4d53db853ca3a78bc

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=sha256:65f4e5983ac6d96bb26f50de979b430b55b51a672254e324b82dbbd9527b16be

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.897120Z digest=sha256:55d59d12920536d2a9262c94f253cb1831530d5eeda0ca1fb202615bb06755fc

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=sha256:5a133de1b5cf8acec0b244c659cdd62de4df5c5f9ad9b036e97b917ec589f854

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=sha256:1e0a50791f17de0a8ea46ba5f810d8bb66468727ebe59d661d699fca7f620ff4

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=sha256:2e02d4dc91be7a009c297e4817ccdcce8b92a56cd3c2dd7cb267408361021ea3

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=sha256:83692d0ce10aee5d8f5745aae47d0042e2ddef2741f71c0edbf81655d7709a38

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=sha256:9193ef8a3c7339cf45cfa62cbfbe738a48d40f14a0e014291d712ae78f3db2ef

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=sha256:6e01c720d98aaf8d506f3661a98f2a472429d28efb672e396e83fcec2f16db81

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:d08d48d77573a54bec4d0a1434b94b07fadc360d593f6948f1749544e01e9459

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:26.628228Z digest=sha256:7823bdb11c640100d74e58ab2436d1e308df29eeaf7cc7bef7c1eab9ab85e340

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:fc34740fbc92dc86ecc961da8957237c01988879bfec59d5854c32c3056876b2

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=sha256:3c4ab24317cd1aaca2236f78f4bc3885c279394be53e0bb9d798cb1d11be261a

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=sha256:69cbcd597fcb516e8a1a73b68db0e7de597af26907f67ebac5ed195af9b0f599

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:d21d95541e51e8c95340690bfe8a7442d21cc942e795d457a3f5c758ac84338b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.110000Z digest=sha256:e390449f09b0309f63d4a9364cb125e0e40670b03f3e5153adc31817045e9b36

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.175980Z digest=sha256:4c79ac61e5f198760cffa2a1362cf85d1a5f09e03191da8f3c5a63207750e95b

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

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unresolved
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=sha256:0262d01a9a3b74473e815f8632b7ec45a6ca19196e7bde984167c665b7ea0cbb

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.342966Z digest=sha256:05d1295aa09e765118b02354b2a8b0651c98f142edbe755c5ecf448ac3f1fb21

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=sha256:230ddda729776fdf5d7954fa8875631b15d9aded4b004270a4d233d85acbbc8e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.530073Z digest=sha256:8c5b4a1232d268c31478be2d3bd5c7dd2499c8fdad57cf8b12c4cac465ab97ae

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.626494Z digest=sha256:11b12b5546a48110d17d4fae65c2cbcaf65d569ba4b92c5015c7058f5163076a

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:bef0ac24a7edceda4269788fe7dfd4e295d88c663c51b2e0bae8a1e18a23f074

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:a161e5a0090f61a93dea5650605e1683da20522d3875a52e4444de52c4c4dbd9

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.983882Z digest=sha256:b8a5635ff33deac18be6ed624b735b8e37c7a70b94616a89144a01349c0db04b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.121168Z digest=sha256:3e77cfdea68b5be838b064ade5dbc25075699db90ab5f310377e72dc8b94cfe0

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.198100Z digest=sha256:0ad2cd089cb4261015485f7953ef5e7ba7586ced1bf2074fb55d5000caeaa33d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.327989Z digest=sha256:6600944359a7b321f7ff601a4c93a18937021f556e5ce66e39542196c0db7882

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.440597Z digest=sha256:66ba63544b3b13fda8d9e5764f81531a8cacf79e0cdaf4d5b02620bd7e79fb35

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.560392Z digest=sha256:b29f71ca548898912615936023a08a7ff2d91289e308a1928c3ccea7e444c500

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=sha256:471131812faf796accb06581656307d433e58b8a3f0c59f1adfcc67bd47cad22

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=sha256:0b12e213eb65ebef0523e37594155ad059e7f23e19239cf13999130979abc5dd

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.836637Z digest=sha256:33b15288d7ffc526bb7fa9df5d7ce7dd9f4bfd7c7e819fb68fdf4f5cc02beb9a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.976809Z digest=sha256:fc62a5bb666a359a05bcbffe1bfc9e8f0f231eddcc526ed13bf0709db3718bc2

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.050885Z digest=sha256:9380c3ec7a4ee4852499d0a9c8794dad9add953684fdbae979bb26a9e80ba1f8

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:f99bb9843d987537bb5857af3a79121fca92053b28ca29fb3e3c61a1de4c2dee

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.329174Z digest=sha256:13db0dcccedec297a1e2ed8e0dfceac4c0d679ead75f6747ba8e16077a333a35

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=sha256:1973bfb9ec15d65fc7fc925e875cca524637afb78247470d40cdd5b167294f4d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.639044Z digest=sha256:ffdf975699911ae0f81000f2d7a4493de85927c8c1a54c5166d722c2e391b234

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.772492Z digest=sha256:49ec01d60e6bf0b70f63b67f0c01e93af9ec26c068237e34d69fed61b3e7ca43

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.901984Z digest=sha256:16891897671e668b4cb84cdede7dbc7459be405f8fecb5ad79ce2f5873911006

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.991038Z digest=sha256:157212e2c11fd472d24a2f66e95504e04116bc9b8a3356e4ca6570a8dfcbe388

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.123216Z digest=sha256:6c4a57025c0f33da31b31e2b6d8cbad210439f93e48e0d03e4413b8a1f35247a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.273330Z digest=sha256:e87342affb3980af9f1c04d013cef79386cdf0c4779ecfa2dda2c2c8819a1d10

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.442832Z digest=sha256:54440277ca6d1e19fd8929d8894d4901b51d171e2fdcf865bbb39502370b5e76

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=sha256:895d7f5ef165e586eb4604750382b7635c463948f507e57d8ed27d6f910b9051

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.727751Z digest=sha256:c95e0b425fcaa827a5a995c9efda66e146121fb5354c9d8b34bb171680d69e97

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.951270Z digest=sha256:0ccc9870892665010670e6c4562fe264ad1aa6bd1267ee7417fa231b3da8b2ee

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=sha256:62b312fc48d208aac3cacc99affb0b71813bc2a516d18280ab913481e26efc28

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=sha256:07b3c2414ec79cdf7634415fcef5b4f2b5c7e87cf7e6cad47217192978e8683b

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=sha256:058e5621ee7373e9b671b61b6aabc6934967d3609473c19f67aae66cc02883e4

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:31.389332Z digest=sha256:b7b8f5cf002d337f39d4a578b73ae6372666af753b77de50b8a1cae0f75dbd56

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:b6be616a7a5ae92cad30f3ca2720e71101a0ea0c194db5081f5ccf934950c10e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:31.552946Z digest=sha256:1eeb03278a9a20f3a1d5aa24be5af05edb679e30764f25d02077d272ba4e26be

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T11:23:31.630421Z digest=sha256:01ccd35c716a996ea74fccd34eb7569ba7b0b07cb20f461fc8a382313f2ec0c5

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=sha256:95ded9d7c6e4685c4fcd5c793632d10eff6da16ffcc44336acc444271cfeb696

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=sha256:96f61080e8f27a9a275f7ee87efb5202f9b98ff6a435c6d8253f21596182709f

Pith citing papers

No inbound Pith citation observations are available.