Paper Citation Record · LEDGER

Hallucination Rates in Language Generation

As of 12 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.23361.

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

pith.paper-citation-record.v1
2607.23361 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:51:51.876234Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

40 of 40 outbound references displayed

verified exact1
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 84e28f2b-6a7d-43fd-a6c4-18cbc43b08da · outbound

This paper cites Safe Language Generation in the Limit.

Hallucination Rates in Language Generation Safe Language Generation in the Limit

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:47.437242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940fe643-3e7e-4f8a-b9ce-09232fe91e9c · outbound

This paper cites Language generation: Complexity barriers and implications for learning, January 2026.

Hallucination Rates in Language Generation Language generation: Complexity barriers and implications for learning, January 2026

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:47.512333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9716bce3-da81-4044-a5f9-fe3a0a010433 · outbound

This paper cites Finding patterns common to a set of strings.

Hallucination Rates in Language Generation Finding patterns common to a set of strings

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:47.658107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54759d25-c6f0-47ec-883e-0ce92029e94b · outbound

This paper cites Inductive inference of formal languages from positive data.

Hallucination Rates in Language Generation Inductive inference of formal languages from positive data

Reference 4

Resolution: verified exact; doi, observed 2026-07-31T23:56:06.692500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e5fded85-7768-427a-b14d-20f87a9c7341 · outbound

This paper cites Language generation in the limit: Noise , loss, and feedback.

Hallucination Rates in Language Generation Language generation in the limit: Noise , loss, and feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:47.878980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e60e620f-3649-4290-803c-10c4e0b4ab33 · outbound

This paper cites Globally Consistent Coloring Schemes for Language Identification.

Hallucination Rates in Language Generation Globally Consistent Coloring Schemes for Language Identification

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.002669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d404f3b2-da6e-40d9-b1c4-1c0c4c9c40dd · outbound

This paper cites Kleinberg, and Chirag Pabbaraju.

Hallucination Rates in Language Generation Kleinberg, and Chirag Pabbaraju

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.099568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd0a8b3-aea4-4353-8c24-be7ca74e93da · outbound

This paper cites Exploring facets of language generation in the limit.

Hallucination Rates in Language Generation Exploring facets of language generation in the limit

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.187774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243e2853-e56b-44dc-9acf-c14999fbdfd4 · outbound

This paper cites Pareto-optimal non-uniform language generation, October 2025.

Hallucination Rates in Language Generation Pareto-optimal non-uniform language generation, October 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.261886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb961d25-cd34-4145-aee7-899e8764b245 · outbound

This paper cites A characterization of list language identification in the limit.

Hallucination Rates in Language Generation A characterization of list language identification in the limit

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.434226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d774e2-a19b-40bc-9a86-e442817d7aa7 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.

Hallucination Rates in Language Generation Detecting hallucinations in large language models using semantic entropy

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.525742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d553d57-17db-496c-bcf2-a774d1aff7e5 · outbound

This paper cites Space-efficient language generation in the limit.

Hallucination Rates in Language Generation Space-efficient language generation in the limit

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.645954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b1b736-b771-4f82-9f5e-ef14620178b0 · outbound

This paper cites A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse.

Hallucination Rates in Language Generation A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.741500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789e6a8d-f94b-4456-aef3-0c1362760bc0 · outbound

This paper cites Mark Gold.

Hallucination Rates in Language Generation Mark Gold

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:48.859676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b17e2d14-4e72-4675-b5bd-63c6ce992826 · outbound

This paper cites On union-closedness of language generation.

Hallucination Rates in Language Generation On union-closedness of language generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.015437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d43abb-045d-4ba9-a63e-7f83e7c01cb9 · outbound

This paper cites Agnostic Language Identification and Generation.

Hallucination Rates in Language Generation Agnostic Language Identification and Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.127674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db7d9f0-0ec3-49ab-9df9-a148222b5a37 · outbound

This paper cites A survey on hallucination in large language models: Principles , taxonomy, challenges, and open questions.

Hallucination Rates in Language Generation A survey on hallucination in large language models: Principles , taxonomy, challenges, and open questions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.223494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fcf27fb-0035-4f1f-a91e-98100fdda2cf · outbound

This paper cites Polynomial-time mistake-bounded language generation, June 2026.

Hallucination Rates in Language Generation Polynomial-time mistake-bounded language generation, June 2026

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.320595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a60b3bf-e550-40b1-8384-487ceee7d893 · outbound

This paper cites Kleinberg and Sendhil Mullainathan.

Hallucination Rates in Language Generation Kleinberg and Sendhil Mullainathan

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.432132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1918bc14-8b2a-454b-a8e6-51625ce361d1 · outbound

This paper cites On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability.

Hallucination Rates in Language Generation On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.561052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe2ed471-47d5-4f6b-aaae-8413926de585 · outbound

This paper cites On the limits of language generation: Trade-offs between hallucination and mode-collapse.

Hallucination Rates in Language Generation On the limits of language generation: Trade-offs between hallucination and mode-collapse

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.719863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26262d7-3886-4f8d-8b7f-5ae32d6f8b39 · outbound

This paper cites Why Language Models Hallucinate.

Hallucination Rates in Language Generation Why Language Models Hallucinate

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.799304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 620454a9-47dd-4438-9c7a-c86931e10780 · outbound

This paper cites Mistake-Bounded Language Generation.

Hallucination Rates in Language Generation Mistake-Bounded Language Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.869165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c58e7e3-4513-4758-8522-377096c15f75 · outbound

This paper cites an unresolved cited work.

Hallucination Rates in Language Generation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:49.989026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53464ee0-2bef-40c3-8229-e3fd4ba0d877 · outbound

This paper cites Kleinberg and Fan Wei.

Hallucination Rates in Language Generation Kleinberg and Fan Wei

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.184413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad369ba-12be-414a-a02e-4aacc1c9214c · outbound

This paper cites Validity, Sparse Holes, and Breadth in Language Generation: Banach Density, Topology, and Geometry.

Hallucination Rates in Language Generation Validity, Sparse Holes, and Breadth in Language Generation: Banach Density, Topology, and Geometry

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.277242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e48d9a25-eeec-4899-9b1e-dd7d5c86d378 · outbound

This paper cites Kleinberg and Fan Wei.

Hallucination Rates in Language Generation Kleinberg and Fan Wei

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.353223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3459cf47-4fd4-46b8-b865-422e226c3540 · outbound

This paper cites Contrastive Identification and Generation in the Limit.

Hallucination Rates in Language Generation Contrastive Identification and Generation in the Limit

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.431652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 308d04ad-87f3-43dc-932e-f0d8e3e26188 · outbound

This paper cites On the Price of Privacy for Language Identification and Generation.

Hallucination Rates in Language Generation On the Price of Privacy for Language Identification and Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.567816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be41fcc1-774e-43d0-9f18-417d8320a985 · outbound

This paper cites Flood and harvest: The provable necessity of trivia for generating valuable mathematics via the lens of language generation in the limit, June 2026.

Hallucination Rates in Language Generation Flood and harvest: The provable necessity of trivia for generating valuable mathematics via the lens of language generation in the limit, June 2026

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.708964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c67f89-995c-4e17-9f3a-9001d2462482 · outbound

This paper cites Generation through the lens of learning theory.

Hallucination Rates in Language Generation Generation through the lens of learning theory

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:50.833608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07bd693c-edff-4b63-bbd7-405190d1c1b7 · outbound

This paper cites On generation in metric spaces, February 2026.

Hallucination Rates in Language Generation On generation in metric spaces, February 2026

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.024067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe88281-1b7e-435f-b310-9f40a1205981 · outbound

This paper cites Characterizing the Effect of Noise in Language Generation in the Limit.

Hallucination Rates in Language Generation Characterizing the Effect of Noise in Language Generation in the Limit

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.188290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4dff5be-c497-4d80-bf0e-d245cbd4c23d · outbound

This paper cites Differentially private language generation and identification in the limit.

Hallucination Rates in Language Generation Differentially private language generation and identification in the limit

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.337870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7613b7bf-1732-4e71-ba3d-8753beb59bce · outbound

This paper cites Language generation with infinite contamination.

Hallucination Rates in Language Generation Language generation with infinite contamination

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.437421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37e2d28-3d67-40bd-ad83-0288b16e6318 · outbound

This paper cites Learning algorithms in the limit.

Hallucination Rates in Language Generation Learning algorithms in the limit

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.509386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef1e78b-6012-43f8-ada6-0feab3a34319 · outbound

This paper cites Representative language generation.

Hallucination Rates in Language Generation Representative language generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.575061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25a51717-6ab5-4e11-8abb-e6eb2d3fa9c2 · outbound

This paper cites Language identification in the limit with computational trace.

Hallucination Rates in Language Generation Language identification in the limit with computational trace

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.624537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a3da2a-c2a7-484b-bba0-2a5559a2e1c6 · outbound

This paper cites Generation from noisy examples.

Hallucination Rates in Language Generation Generation from noisy examples

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.780907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 020ffae3-6c4e-4eb8-90a9-4b9307d39823 · outbound

This paper cites Language Generation with Replay: A Learning-Theoretic View of Model Collapse.

Hallucination Rates in Language Generation Language Generation with Replay: A Learning-Theoretic View of Model Collapse

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T23:51:51.876234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.