Paper Citation Record · LEDGER

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor

As of 20 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2507.15903.

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

pith.paper-citation-record.v1
2507.15903 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:37:53.381249Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

38 of 38 outbound references displayed

verified exact2
verified fuzzy11
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 257a1fb0-7465-4267-9557-11ec39a9a32a · outbound

This paper cites Augmenting LLMs with Knowledge: A survey on hallucination prevention.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Augmenting LLMs with Knowledge: A survey on hallucination prevention

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:37:53.868782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e9ff522-8b16-4545-ae01-923a794a761e · outbound

This paper cites Ben Abacha and D.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Ben Abacha and D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.202327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5b05867a-b2bb-41e9-bdae-b1cfd9d5b789 · outbound

This paper cites Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:50.967677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65ed794-e385-4fea-9c4a-5943a9dbbce6 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:54.188339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 45e0c70e-7f67-48d0-8bef-7f9704c537dd · outbound

This paper cites Elasticsearch.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Elasticsearch

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.172734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 15b0b7df-f214-4a95-ba83-22193021fb39 · outbound

This paper cites Farquhar, J.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Farquhar, J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.159290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e2f803ba-cdb1-4c7e-91ea-bf388c19d188 · outbound

This paper cites Freyer, I.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Freyer, I

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.146010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2689254d-9c6c-4fed-a2a9-fb213d37b034 · outbound

This paper cites AgentScope: A Flexible yet Robust Multi-Agent Platform.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:51.412910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c73386-d5b7-4d8f-9406-bc76855f1a07 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:54.132224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ad0fdd9-b13f-4936-a2b3-610fd87f1c3a · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:54.118749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1707c5f6-13af-4568-aff9-0bfc18d2aec4 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:54.104801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c137e0f8-599f-4154-9d9c-076713e1cd2c · outbound

This paper cites A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:37:53.796994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0861da52-e20c-4575-a469-0c5e1f89b758 · outbound

This paper cites Huang, W.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Huang, W

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.090243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eafa1c10-0e01-4e52-8a68-daaaabcf3de2 · outbound

This paper cites LLM Internal States Reveal Hallucination Risk Faced With a Query.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor LLM Internal States Reveal Hallucination Risk Faced With a Query

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:52.086233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14f2dda-f917-4d9e-9134-ebeb4b49e895 · outbound

This paper cites Kasneci, K.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Kasneci, K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.076138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation deef3de3-e1bf-446a-beef-ff8237da6bb5 · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:52.266247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d105140-fbcc-4081-b7c8-abeaf7a77741 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:54.060579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 052b7b42-ee4b-4bf5-a008-1e91807e39d6 · outbound

This paper cites Non-Vacuous Generalization Bounds for Large Language Models.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Non-Vacuous Generalization Bounds for Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:52.442018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db5f0c73-4e19-4e61-8754-4806832620f2 · outbound

This paper cites Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:52.619159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecb1a37-bd8d-48e6-94d8-ddf020188db5 · outbound

This paper cites Manakul, A.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Manakul, A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.045667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9837d882-0bfd-4094-8aeb-388eabd19ffe · outbound

This paper cites Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:52.899974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0f2fdd-73b0-4186-b003-8fb2f69d27af · outbound

This paper cites Rajpurkar, J.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Rajpurkar, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:54.030342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe2cae6a-b12a-4f60-8862-eac2a06fa4d9 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:54.014460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bf3667d1-530d-4220-9635-d01297cfcc30 · outbound

This paper cites Sriramanan, S.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Sriramanan, S

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:53.998960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c2522a62-2f56-4c90-b1dc-ec5617f889ad · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:53.982813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6015f660-058e-4713-b5e5-ebbe639e4235 · outbound

This paper cites Udekwe, O.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Udekwe, O

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:53.967570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d38752a0-e80b-4de6-8d3e-b49980dad67f · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:53.949427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2460146-1220-4b57-a402-05a2140f85d6 · outbound

This paper cites Measuring and Reducing LLM Hallucination without Gold-Standard Answers.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Measuring and Reducing LLM Hallucination without Gold-Standard Answers

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.326100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be85b009-4086-4ba0-8a68-056b23e7e53c · outbound

This paper cites Misconfidence-based Demonstration Selection for LLM In-Context Learning.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Misconfidence-based Demonstration Selection for LLM In-Context Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.331952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee199a73-8305-480c-acc7-9c371cf93aa3 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:53.934842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c7b58886-b9ec-432d-929c-4450917f39af · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:53.919410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 140295a2-87aa-4373-a21b-7fbc98dbdba4 · outbound

This paper cites User-Controlled Knowledge Fusion in Large Language Models: Balancing Creativity and Hallucination.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor User-Controlled Knowledge Fusion in Large Language Models: Balancing Creativity and Hallucination

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.348127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6b38ec-da2f-4618-a07d-1af536850d9e · outbound

This paper cites Zhang, S.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Zhang, S

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:37:53.903229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0ced79a-74d5-4f6f-af9f-cf718a2a27be · outbound

This paper cites Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.358295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e28cd8-09cf-422d-998c-9bbf0d4a44fd · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.363016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b908795f-b2ad-4ac4-8599-531b9b4a537e · outbound

This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.368228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0651131-0a69-4323-80c0-f62bfd526de0 · outbound

This paper cites an unresolved cited work.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:37:53.887021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dc27e47f-b8e8-4b7e-9528-4ba0f7fc3203 · outbound

This paper cites PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics.

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:53.381249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.