Triple
T10807980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kähler–Ricci flow |
E255017
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Shing-Tung Yau |
E402683
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Shing-Tung Yau | Statement: [Kähler–Ricci flow, developedBy, Shing-Tung Yau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shing-Tung Yau Context triple: [Kähler–Ricci flow, developedBy, Shing-Tung Yau]
-
A.
Shing-Tung Yau
chosen
Shing-Tung Yau is a Chinese-American mathematician renowned for his groundbreaking work in differential geometry and geometric analysis, including the proof of the Calabi conjecture and the development of Calabi–Yau manifolds.
-
B.
Shiing-Shen Chern
Shiing-Shen Chern was a Chinese-American mathematician renowned for his foundational contributions to differential geometry and the development of Chern classes in topology.
-
C.
Eugenio Calabi
Eugenio Calabi is an Italian-American mathematician renowned for his foundational work in differential geometry, particularly the conjecture that led to the theory of Calabi–Yau manifolds.
-
D.
Isadore Singer
Isadore Singer was an American mathematician renowned for co-formulating the Atiyah–Singer Index Theorem, a foundational result linking analysis, topology, and geometry.
-
E.
Karen Uhlenbeck
Karen Uhlenbeck is an American mathematician renowned for her pioneering work in geometric analysis and gauge theory, and for being one of the most influential women in modern mathematics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d733b506488190921e6a1f4168dd9e |
completed | April 9, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb0d849888190be46616ecc97c2b1 |
completed | April 14, 2026, 9:25 p.m. |
Created at: April 8, 2026, 9:18 p.m.