Triple
T5690046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngo |
E125405
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ngo Bao Chau
Ngo Bao Chau is a Vietnamese-French mathematician renowned for his proof of the fundamental lemma in the Langlands program, for which he received the Fields Medal in 2010.
|
E541848
|
NE FINISHED |
How this triple was built (4 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: Ngo Bao Chau | Statement: [Ngo, hasNotableBearer, Ngo Bao Chau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngo Bao Chau Context triple: [Ngo, hasNotableBearer, Ngo Bao Chau]
-
A.
Maryam Mirzakhani
Maryam Mirzakhani was an Iranian mathematician renowned for her groundbreaking work in hyperbolic geometry and dynamical systems, and as the first woman to win the Fields Medal.
-
B.
Terence Tao
Terence Tao is an Australian-American mathematician renowned for his groundbreaking work in harmonic analysis, partial differential equations, additive combinatorics, and analytic number theory.
-
C.
Manjul Bhargava
Manjul Bhargava is a Canadian-American mathematician renowned for his groundbreaking work in number theory, for which he received the Fields Medal in 2014.
-
D.
Claire Voisin
Claire Voisin is a prominent French mathematician renowned for her groundbreaking work in algebraic geometry, particularly on Hodge theory and the geometry of complex algebraic varieties.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ngo Bao Chau Triple: [Ngo, hasNotableBearer, Ngo Bao Chau]
Generated description
Ngo Bao Chau is a Vietnamese-French mathematician renowned for his proof of the fundamental lemma in the Langlands program, for which he received the Fields Medal in 2010.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngo Bao Chau Target entity description: Ngo Bao Chau is a Vietnamese-French mathematician renowned for his proof of the fundamental lemma in the Langlands program, for which he received the Fields Medal in 2010.
-
A.
Maryam Mirzakhani
Maryam Mirzakhani was an Iranian mathematician renowned for her groundbreaking work in hyperbolic geometry and dynamical systems, and as the first woman to win the Fields Medal.
-
B.
Terence Tao
Terence Tao is an Australian-American mathematician renowned for his groundbreaking work in harmonic analysis, partial differential equations, additive combinatorics, and analytic number theory.
-
C.
Manjul Bhargava
Manjul Bhargava is a Canadian-American mathematician renowned for his groundbreaking work in number theory, for which he received the Fields Medal in 2014.
-
D.
Claire Voisin
Claire Voisin is a prominent French mathematician renowned for her groundbreaking work in algebraic geometry, particularly on Hodge theory and the geometry of complex algebraic varieties.
-
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. chosen
Provenance (5 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_69c0082bb19c8190823a4facd3cba79b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c023e340a08190b6175fad3e9a32b6 |
completed | March 22, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a47457c8190bc75f11a7f011a8a |
completed | March 22, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69c05dc222e88190a1d715392ae24f08 |
completed | March 22, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0620ee1848190935f5f78abbed7ba |
completed | March 22, 2026, 9:41 p.m. |
Created at: March 22, 2026, 3:44 p.m.