Paper Citation Record · LEDGER

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models

As of 10 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 3 inbound Pith citation observations for arXiv:2508.01678.

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

pith.paper-citation-record.v1
2508.01678 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:31:04.501276Z

measured 39 of 39 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:51:49.198510Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:39:29.862705Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy19
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02f2d218-107e-43c5-ad77-8439ad848df7 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.967759Z

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.

Observation e27b5479-3722-43a3-93b7-1c7ed986bf54 · outbound

This paper cites Kottke, How to harvest nearly infinite energy from a spinning black hole , https://kottke.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Kottke, How to harvest nearly infinite energy from a spinning black hole , https://kottke

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.955284Z

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.

Observation e4f809cb-d9f2-4e8f-bc8c-832e523dc017 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.942463Z

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.

Observation 9b549e2e-8f10-4634-bc01-64598b0ad4c3 · outbound

This paper cites Distinguishing Between Dark Matter-Black Hole Systems and Naked Singularities via Quasi-Periodic Oscillations.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Distinguishing Between Dark Matter-Black Hole Systems and Naked Singularities via Quasi-Periodic Oscillations

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:31:04.567151Z

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.

Observation 57ce98c6-cadc-40e8-94d0-0d52fc92fafb · outbound

This paper cites Penrose, Riv.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Penrose, Riv

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T05:31:02.196387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bd372a7-a19e-4afe-b06a-69da7ef2a26c · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.922186Z

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.

Observation 68692566-5e19-425c-b635-2e429edc4471 · outbound

This paper cites Tursunov and N.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Tursunov and N

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.910320Z

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.

Observation 5c836a4a-7956-48e6-a984-8cb81686db74 · outbound

This paper cites Chakraborty, P.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Chakraborty, P

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.898314Z

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.

Observation f1e7ce07-ae8c-448b-9372-e77610819bfc · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.886056Z

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.

Observation a808a8b5-869d-4753-9105-e5c2bca80401 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.874302Z

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.

Observation 78ac2059-5550-4e64-95d4-03edbf4eb89a · outbound

This paper cites Shaymatov et al., Phys.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Shaymatov et al., Phys

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.862295Z

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.

Observation 2ee79a95-7cf9-447a-a080-5a616ded5478 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.850477Z

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.

Observation 4cfd4ece-06de-4dc7-b93f-f8a04376fae0 · outbound

This paper cites Modesto, Phys.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Modesto, Phys

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.838460Z

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.

Observation d07d6a73-b742-44c7-a970-4477ca1801c9 · outbound

This paper cites Bonanno and M.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Bonanno and M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.825766Z

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.

Observation dd6be28a-927f-49b8-b798-c394489a38d7 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.813401Z

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.

Observation 79839310-23f7-439b-a03d-62eb0d558a9e · outbound

This paper cites Testing Quantum-Corrected Black Holes with QPOs Observations: A Study of Particle Dynamics and Accretion Flow.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Testing Quantum-Corrected Black Holes with QPOs Observations: A Study of Particle Dynamics and Accretion Flow

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T05:31:02.950122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294194c8-bb76-48aa-8b76-67399b0d887e · outbound

This paper cites Liu, H.-W.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Liu, H.-W

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.800648Z

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.

Observation 4a6219f9-6328-45c8-841c-8ea3ae97c496 · outbound

This paper cites Blanchette et al., Phys.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Blanchette et al., Phys

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.786533Z

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.

Observation b9ed411c-3d09-4f65-aa99-1dad77c5aad3 · outbound

This paper cites Ongole, P.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Ongole, P

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.774012Z

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.

Observation fe829bf4-561d-4349-bcdc-a067b970159e · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.760886Z

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.

Observation 5a1f4e2a-29fe-4268-839c-87c5033df57c · outbound

This paper cites Barausse et al., Gen.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Barausse et al., Gen

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.748904Z

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.

Observation 158c59e9-27a9-4e49-ae3e-76269eebdf69 · outbound

This paper cites Zi and S.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Zi and S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.736329Z

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.

Observation b81be974-fd63-4937-8723-c7a9471521c2 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T05:31:03.949302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f0787c9-9dc0-4c51-960d-97204661b987 · outbound

This paper cites Wang, Y.-M.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Wang, Y.-M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.715022Z

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.

Observation 7979c9ed-4e5d-437d-951d-f47b15b2f54d · outbound

This paper cites Chandrasekhar and K.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Chandrasekhar and K

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.702536Z

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.

Observation 78bceab6-d9e7-480a-b862-36c3489585ba · outbound

This paper cites Quantum-corrected black hole thermodynamics from the gravitational path integral.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Quantum-corrected black hole thermodynamics from the gravitational path integral

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T05:31:04.311866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d322974e-dbec-454a-b920-6ffcb9503c1e · outbound

This paper cites Parthasarathy et al., Astrophys.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Parthasarathy et al., Astrophys

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.690469Z

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.

Observation 91304dc5-2373-4209-8098-9c2ea1ecf61f · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.678284Z

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.

Observation 0f942bc4-795f-40e2-8c10-85683ef0b028 · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.664659Z

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.

Observation 46b69aa8-4dfa-487a-86b9-05c095628b09 · outbound

This paper cites Liu and W.-B.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Liu and W.-B

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.652721Z

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.

Observation 6d936b97-5aff-41c4-bf19-0b79a599847e · outbound

This paper cites an unresolved cited work.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:31:04.640505Z

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.

Observation ad3b0269-8c52-45a2-90f8-b4faee48548c · outbound

This paper cites Penrose and R.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Penrose and R

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.627819Z

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.

Observation 5e618097-860a-440e-b2ac-b22dafd78bb9 · outbound

This paper cites Chandrasekhar, The Mathematical Theory of Black Holes (Oxford Univ.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Chandrasekhar, The Mathematical Theory of Black Holes (Oxford Univ

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.614882Z

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.

Observation 62dbe987-deec-4974-adc3-7fc241d0cd5a · outbound

This paper cites Christodoulou, Phys.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Christodoulou, Phys

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T05:31:04.494106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77ad14fe-7ca9-41e4-96bc-fce2d6907d03 · outbound

This paper cites Carneiro et al., Phys.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Carneiro et al., Phys

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.592296Z

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.

Observation c9274b66-c7d7-4ee6-8921-149c2ace7b4f · outbound

This paper cites Abbasi, F.

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models Abbasi, F

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:31:04.580027Z

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.

Pith citing papers

Observation ce78f810-1754-4c28-8644-87d54fa3ff96 · inbound

Think before Go: Hierarchical Reasoning for Image-goal Navigation cites this paper.

Think before Go: Hierarchical Reasoning for Image-goal Navigation Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:51:10.534465Z

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.

Observation e7117d6b-5c2e-4f52-8931-8d23c8feba26 · inbound

Dual-Anchoring: Addressing State Drift in Vision-Language Navigation cites this paper.

Dual-Anchoring: Addressing State Drift in Vision-Language Navigation Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models

Reference 85

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:51:45.844366Z

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.

Observation 4ca4f60c-0430-4575-ae60-5ff919636c47 · inbound

Timage: A Generative Text-in-Image Paradigm for Fine-Tuning Vision-Language Models cites this paper.

Timage: A Generative Text-in-Image Paradigm for Fine-Tuning Vision-Language Models Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:29.864674Z

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.