Real context moved 14.7pp on Citation Resolution Failure.
Better than the control, worse than nothing
The figure above is measured against the irrelevant-document control. Against no context at all this card is worse: 45% bare against 50% with the best supplied source. What the source repaired is damage the presence of a document did.
~intervals overlap — not separated from no change
A citation the model offers does not resolve to a real, reachable source, or resolves to one that does not contain the cited content. The rule
Cite the paper that introduced the transformer architecture, with its arXiv id.
The paper that introduced the transformer architecture is: Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., & Polosukhin, I. (2017). Attention Is All You Need. *arXiv preprint arXiv:1706.03762*. https://arxiv.org/abs/1706.03762
detector fmi_1_2_v1: all 1 citation(s) resolved
The paper that introduced the transformer architecture is "Attention Is All You Need" by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin. Its arXiv ID is arXiv:1706.03762v5. **Reference:** * Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., & Polosukhin, I. (2017). Attention Is All You Need. *arXiv preprint arXiv:1706.03762v5*. Retrieved from https://arxiv.org/abs/1706.03762v5
detector fmi_1_2_v1: all 1 citation(s) resolved
loop 2026-08-15 · google/gemini-2.5-flash as served · closed weights · released 2025-06 · set s1.1-live · cases v1.3 · conditions v1.0 · ground truth as of 2026-08-09
Cite the paper that introduced the transformer architecture, with its arXiv id.
expected as of 2026-08-09
Attention Is All You Need, arXiv:1706.03762. A real, resolvable reference.
Nothing supplied. The baseline.
The paper that introduced the transformer architecture is: Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., & Polosukhin, I. (2017). Attention Is All You Need. *arXiv preprint arXiv:1706.03762*. https://arxiv.org/abs/1706.03762
fmi_1_2_v1
detector fmi_1_2_v1: all 1 citation(s) resolved
0–100% · whisker = 95% interval
never pooled · a trap ratio would skew the delta
Supplying context did not reduce this failure, it increased it: 45% with no context against 65% under the strongest supplied source. What survives is therefore not a remainder but a substitution — the failures under context are 10 probes the detector still rejected, dominated by: no citation offered.
- post-hoc citation verification
- retrieval-then-cite
- refuse to fabricate identifiers
fmi_1_2_v1 · 5 repeats per case · best context curated context · rollups + residuals committed · probe log outside git · manifest hash ties them · method