Paper Citation Record · LEDGER

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2505.17558.

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

pith.paper-citation-record.v1
2505.17558 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:50:41.036231Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:23:17.293800Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:56:03.149352Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1d3d302-c2b3-4d34-b2ce-a8d8f3901173 · outbound

This paper cites FactCheckmate: Preemptively Detecting and Mitigating Hallucinations in LMs.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection FactCheckmate: Preemptively Detecting and Mitigating Hallucinations in LMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:36.993486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd61c21e-e327-477b-8e6c-a2a6aa291cf0 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:37.017764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc91eaa2-e159-4465-8a8a-8e7b3f311ef4 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:43.004564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66209eaf-3e21-4fcf-a75c-814a00fcfc11 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:42.874919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52d6e3df-e007-4db7-8c76-9be4befd3961 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:42.704424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 05e66c38-56dc-46a6-a35c-840a4d5abd67 · outbound

This paper cites DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:37.397931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f718d193-b055-42ce-bcb2-46011d987365 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:37.470490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a1bbe6-83f4-4e92-9a2f-2cb978eb8a2b · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:42.564099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e04835e7-fde3-4891-9b2a-63cd14f5a25c · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:42.360128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17c0e4a0-6d39-4855-b144-13be707164b6 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:37.757238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a112383d-45ff-4de6-8061-da8c81920b5f · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:37.840714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e9490c-f101-4cf1-9667-7885ad8af441 · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:37.939299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8e4921-27e9-484f-a871-6f1f0dde9e56 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:38.043857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0027c8-291c-4018-b9b9-3ac6b5d5966b · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:38.123094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc3392be-0356-4d11-bbc7-ac538af5951e · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:42.121711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eef52ccb-362f-41b1-8a75-1afe822787b0 · outbound

This paper cites HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:38.384166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff0c79b-75bd-4c0e-bb2f-bb2a007d354b · outbound

This paper cites A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:38.532717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e39d5748-e2e6-461f-8a69-9019337cb264 · outbound

This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:38.692939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5e8091-9a5a-4330-b2d2-6f6d66bdfc1a · outbound

This paper cites The Llama 3 Herd of Models.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection The Llama 3 Herd of Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:38.808308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d153e8f-5621-492e-b5a2-096e8e616408 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:41.982340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07a31dbf-580c-4f99-8100-bdd6ef4147b6 · outbound

This paper cites GPT-4o System Card.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection GPT-4o System Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.083445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616bc472-ce89-4b3b-84ed-06d0e390e60c · outbound

This paper cites MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.181332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9f45d8-5423-4b4b-8718-44973dfda988 · outbound

This paper cites Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.321549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524ec2d1-1841-4478-b510-d74c5961a0f3 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.484385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fabae0d-0554-4e93-855e-7f3eda239985 · outbound

This paper cites Lynx: An Open Source Hallucination Evaluation Model.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Lynx: An Open Source Hallucination Evaluation Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.589849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e331c545-40d6-4713-9adf-8af0642bd713 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:41.827905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1d45d57-7267-4b9a-9917-1c0c43ed79b8 · outbound

This paper cites BLEURT: Learning Robust Metrics for Text Generation.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection BLEURT: Learning Robust Metrics for Text Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.845311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7deb7b61-e76f-475f-905d-396f07556f15 · outbound

This paper cites Large Language Models Encode Clinical Knowledge.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Large Language Models Encode Clinical Knowledge

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:39.960124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a4cc751-35eb-44b4-a246-c06dbf48cf64 · outbound

This paper cites MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.119843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ecf9534-455e-414d-b6a8-73c490b2e397 · outbound

This paper cites Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.253601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a6342a8-7146-4ae5-bfb4-96bd9636f5d3 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.392533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 358754a2-54ce-4aba-8d07-36db6c2c21f9 · outbound

This paper cites an unresolved cited work.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.535156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0fc6e34-a244-4617-adb9-194429e7610c · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection BERTScore: Evaluating Text Generation with BERT

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.641966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 688906ec-612f-4529-94f6-03f18ac8d7cf · outbound

This paper cites Curriculum Learning for Domain Adaptation in Neural Machine Translation.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection Curriculum Learning for Domain Adaptation in Neural Machine Translation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.803614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c78b94-705e-4f4c-8bcc-08f954e91ae4 · outbound

This paper cites online" 'onlinestring :=.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection online" 'onlinestring :=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:40.915890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30ebaed-c3c7-4b91-86a3-bf8423fd9218 · outbound

This paper cites write newline.

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:41.036231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 596117af-8ce9-4964-bbcf-6ac7f047a7f8 · inbound

Uncertainty-Aware Web-Conditioned Scientific Fact-Checking cites this paper.

Uncertainty-Aware Web-Conditioned Scientific Fact-Checking Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:56:03.161350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.