Pith. sign in

Paper Citation Record · LEDGER

The Poisoned Chalice of LLM Evaluation Report

As of 18 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.07481.

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

pith.paper-citation-record.v1
2607.07481 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T10:16:03.151884Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

18 of 18 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11a62ca5-1b14-4a43-9de3-7e51ed3b2cc1 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.576099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:7c3fedb7029abdcd2cca75ca722a1c02aa81c3c982f2e693aa43063bfd8dd65c

Observation e647ebe5-fcc6-4762-9153-98d834ff1cf8 · outbound

This paper cites Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge.

The Poisoned Chalice of LLM Evaluation Report Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-09T10:16:09.501199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:cff8626e7290ee335dc7e71134436255d0cc0ad3387748d399d14fa7b497bfa5

Observation 50cd9a1d-e6e2-4b47-ac23-2d6f8c398403 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.564856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:61d6c8a27468adde16d5bddb56a4708fa22164e86a0ca6d5599956951cab57c6

Observation 611dde32-2003-4e25-a6ba-dac3ac50a387 · outbound

This paper cites SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model.

The Poisoned Chalice of LLM Evaluation Report SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-07-09T10:16:09.494608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:28df0c3437745476f5410962dd58f4fe5864ac503e782f9c0cc4769008980c76

Observation 23cfedb0-69b5-4063-8711-84cd6062e76a · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.583467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:70694aae49e07cefd4e2fb22b6bb56c5c90042c478984e87e5b0fefa4483cf8d

Observation ff6eee2e-c7fe-4403-abf5-627932dcb3f6 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.574412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:ebd20babb9853b0cb3a5957da1dabd0c00b61d2b480af76fdf94e16bb3e478cd

Observation 27dd36f8-e822-4ae9-a370-1f5711f88bfd · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.579977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:aadb06f990d065cda97186aa527e9803aa446ec8d83489e0e8b510f98c08e3e1

Observation 5d669ba2-61ba-4813-9e41-8888d158ef12 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.570587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:55ef3aef57f227a7d96be9e0d5a6db1a249b332d2520a3ea9ad6291881eb1124

Observation 80ecc33d-6ca9-42a4-8350-0efb99e6379d · outbound

This paper cites InCompanion Proceedings of the 34th ACM Symposium on the Foundations of Software Engineering (FSE ’26).

The Poisoned Chalice of LLM Evaluation Report InCompanion Proceedings of the 34th ACM Symposium on the Foundations of Software Engineering (FSE ’26)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:09.567059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:171d50bf64573e2016bb30391782f73d52d4a064535e0264475c2bb3969e1313

Observation 0c581732-87fd-4c31-ac68-15d554bd37b8 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.568798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:6954f0db24cac945678ad75fd7f69c7b8e7d13954b50f752c067967d50e8771e

Observation c47de716-344a-4c69-a4ff-5d5414d2bfad · outbound

This paper cites Reality bites: Assessing the realism of driving scenarios with large language models.

The Poisoned Chalice of LLM Evaluation Report Reality bites: Assessing the realism of driving scenarios with large language models

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-07-09T10:16:09.427156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:e99a84ae013f70790aa242f3e5c89c6cfbe56f87f2b705265ab8e0c11a89ec43

Observation db77ee59-5fc3-4623-9ff2-826475ee0aec · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.572494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:7e78f52b45a4dee04f19b9c32f419b1707b24f1f94a2143539c61da9f26a3e47

Observation d4e98bec-09ec-4c26-909d-a9f0a178b907 · outbound

This paper cites In2025 IEEE/ACM Second International Conference on AI Foundation Models and Software Engineering (Forge).

The Poisoned Chalice of LLM Evaluation Report In2025 IEEE/ACM Second International Conference on AI Foundation Models and Software Engineering (Forge)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:09.578157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:442d88072c353042539ec020ebeaa6b7d7a7d0819f7d1f122c1ff3d1a954945d

Observation b3a3b5d9-b56c-48d9-bcc1-5d6e8420b962 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

The Poisoned Chalice of LLM Evaluation Report StarCoder 2 and The Stack v2: The Next Generation

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-09T10:16:09.497692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:ab10f94388062ad41dbf40a545aeff8c4f9dd93475026bedfe38e4ce784f7660

Observation d74ce263-4a37-4076-b0e6-785116aacaa7 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.585195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:c5e3bcd53727761f27c7ef1de57cfa696b73fa3b22f8014099ef694abc61f6f0

Observation f22013d6-031d-4727-a4ac-16cc7c382cb3 · outbound

This paper cites Mellum: Production-Grade in-IDE Contextual Code Completion with Multi-File Project Understanding.

The Poisoned Chalice of LLM Evaluation Report Mellum: Production-Grade in-IDE Contextual Code Completion with Multi-File Project Understanding

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-09T10:16:09.505052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:01c7370a32ba507d9cc27eec606dfc5ff1730d509957f19bbe02aeff698118e1

Observation 69226a22-a54c-4f59-b3c8-343d25bc5a71 · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.581636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:cd08d3857d463ee0128df145bbf5160cd02a06a889eb92aeb55469536354fc2b

Observation 9775f521-fea6-4544-b72f-f6a26ff1346d · outbound

This paper cites an unresolved cited work.

The Poisoned Chalice of LLM Evaluation Report Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:09.562976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T10:16:03.151884Z digest=sha256:4000785d13c142a8e27a43f4c36d41d3f986f1782ae2ff17c00d0120c9ff6992

Pith citing papers

No inbound Pith citation observations are available.