Paper Citation Record · LEDGER

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models

As of 10 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2601.06431.

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

pith.paper-citation-record.v1
2601.06431 v3

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:27:56.170519Z

measured 36 of 36 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 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

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 f45da10a-0bae-4edb-bf1c-da3bd74d0f3e · outbound

This paper cites To make the instructions more complex, I want you to identify and return three composition constraints that can be added to the seed question.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models To make the instructions more complex, I want you to identify and return three composition constraints that can be added to the seed question

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.834950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba830ca0-268e-4a71-b650-b91db742fa6e · outbound

This paper cites Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.504499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11482efd-b09c-440b-810b-d29b5c6b8997 · outbound

This paper cites VerIF: Verification Engineering for Reinforcement Learning in Instruction Following.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models VerIF: Verification Engineering for Reinforcement Learning in Instruction Following

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.625834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e734f6-d80a-4763-99e8-ca7bb032c5fc · outbound

This paper cites Your task is only to generate the newcomposite constraintthat can be added to it.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Your task is only to generate the newcomposite constraintthat can be added to it

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.998258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e419d6c5-48ff-429a-adb9-ef25d5f8a7f6 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.154163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30cb89e-0b24-44a0-9f80-5dd0ec9b0a05 · outbound

This paper cites Mona Lisa.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Mona Lisa

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.207469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2087818d-0a87-49a4-b936-5471c3b61fb0 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.897182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bb14bff-2373-42f6-b5f5-81d7263e4f0e · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.937824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcebb18c-749e-494d-9339-cf9e56b3f1d3 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.930022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a9d18d-f36e-45cd-90ce-b1199157dc73 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.983289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306a3e12-90b7-422d-9d37-c75efc1fdfa8 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.043661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2434b463-9773-4a4a-9117-0f1399216f82 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.240813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28690cc2-9b99-4ee9-83a0-90e580ed94e6 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.288556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 585e9f10-67b1-456e-bb99-adbec77cbec0 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.350267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02984232-5399-4e78-8371-76b83f625dc5 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.412289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a8a1666-f47f-42c5-bc43-16f54d55408f · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.532496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c0f5ea9-4ddd-47d2-922a-12b5992f3ef1 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.639369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96bc5aa2-afd7-4198-8e8b-f5b1b9a2de00 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.717325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff5c747-53c6-4186-a6a3-638114fc2312 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:54.821183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f33241-d708-4720-8325-dc67f6cd00ae · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.822624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bb7e95e-9b5c-473d-af4d-84e87a4cbe65 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.940759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5166103d-63c1-40b5-9828-90681e0c9faf · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:56.029044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ba28787-23ae-4460-8fe6-7424bdfa261a · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.145546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5ad57a-400e-4dd7-9175-af3e5c87781b · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.291207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba9b7b6d-733a-4e1e-b153-9bdaf7bfeb4b · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.402183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eafffeec-1494-45e8-bc65-6aa0fb961e1b · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.495806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5a84ef-c071-4bf8-b7c3-86c1d8b7c987 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.613833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4edafec5-861f-4d96-b2c0-e9ed366bcdc6 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.656420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6dcf91-288e-48b7-9d45-4b3ccf073f0c · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.731902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb605ac-2c08-41ba-b9e9-22741279e619 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:55.774847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b64f08f-6a70-460c-bcbc-d6426fd394c2 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:56.087610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a07208-e961-41c5-ad58-0798e9a7dee1 · outbound

This paper cites an unresolved cited work.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:56.135315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b4a190-081e-45da-a873-22db8a70af26 · outbound

This paper cites Include keywords ’afternoon’ and ’distressed’ in the response. Don’t use any commas in your answer. Think:Alright, I need to create a riddle about embroidery where the answer is.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Include keywords ’afternoon’ and ’distressed’ in the response. Don’t use any commas in your answer. Think:Alright, I need to create a riddle about embroidery where the answer is

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:56.170519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2472ec74-9a6b-4c1f-8823-3b45818441d6 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.724903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed8664f-3ccf-4beb-a0c2-2f950af3f844 · outbound

This paper cites Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric Xing, and 1 others.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric Xing, and 1 others

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.690241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 292f0c4b-9814-4c1b-8653-b9a87055a9f8 · outbound

This paper cites MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training.

LsrIF: Enhancing Logic-Structured Instruction Following of Large Language Models MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T11:27:53.432012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.