Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:32:11.906046Z
Paper Citation Record · LEDGER
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction
As of 23 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.12426.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
12 of 12 outbound references displayed
- verified exact1
- verified fuzzy7
- unresolved2
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f39e9946-83d7-4505-8d96-0156fd439d2c · outbound
This paper cites L2 (mandatory words) survives at 73–100%; 30 Table 12: Per-constraint survival rate on 444 impossible probes.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction L2 (mandatory words) survives at 73–100%; 30 Table 12: Per-constraint survival rate on 444 impossible probes
Reference 1
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-16T00:32:12.023052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cb8d650e-b060-4dc8-9ffb-95188b4b7c6e · outbound
This paper cites Models find it easier to omit than to include.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction Models find it easier to omit than to include
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:12.011036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c8b406d0-2318-4b31-9489-d77b378eb8ea · outbound
This paper cites InAdvances in Neural Information Processing Systems, volume 36.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction InAdvances in Neural Information Processing Systems, volume 36
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:12.105565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7dbcb3fa-0ef5-48dd-9582-eb27d9401fe9 · outbound
This paper cites ConceptMix++: Leveling the Playing Field in Text-to-Image Benchmarking via Iterative Prompt Optimization.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction ConceptMix++: Leveling the Playing Field in Text-to-Image Benchmarking via Iterative Prompt Optimization
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T00:32:11.971171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3a4dc997-b05f-420a-ab21-f52856373192 · outbound
This paper cites A model scor- ing 80%+ on IFEval could in principle collapse atk=5−8 on CSE, exposing degradation invisible to proficiency-oriented evaluation.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction A model scor- ing 80%+ on IFEval could in principle collapse atk=5−8 on CSE, exposing degradation invisible to proficiency-oriented evaluation
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:12.091232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f6a6ace5-4e22-418d-a872-79e86921272e · outbound
This paper cites emergent abilities.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction emergent abilities
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:12.066761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3a8b1b5b-0772-413b-85e9-11c93adc285b · outbound
This paper cites genuine” failures are constraint self-narration (“Constraint L1 requires no letter ‘k’.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction genuine” failures are constraint self-narration (“Constraint L1 requires no letter ‘k’
Reference 8
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-16T00:32:12.051723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 21204f03-324c-41a6-86eb-a8ca110179ca · outbound
This paper cites R.2 Results Across 55,645 constraint checks, 28.2% of individ- ual constraints were satisfied on impossible probes.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction R.2 Results Across 55,645 constraint checks, 28.2% of individ- ual constraints were satisfied on impossible probes
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:12.036346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 63828a12-f1cd-4f5f-8d31-f23f7f035664 · outbound
This paper cites S2: 11. Need 10. Fix.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction S2: 11. Need 10. Fix
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:11.997600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4530ec86-e416-4a42-aefe-80f7fbff8ca2 · outbound
This paper cites Generalizing Verifiable Instruction Following.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction Generalizing Verifiable Instruction Following
Reference 2006
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:32:11.870139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b0237a-b246-4f96-81d9-06374204df37 · outbound
This paper cites Controllable Text Generation with Language Constraints.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction Controllable Text Generation with Language Constraints
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:32:11.842565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7022ac84-8bc6-4449-a8a9-dc8c2cdea41d · outbound
This paper cites InThe Thirteenth International Conference on Learning Representations.
Large Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction InThe Thirteenth International Conference on Learning Representations
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:32:12.120548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.