Triple

T5690066
Position Surface form Disambiguated ID Type / Status
Subject Ngo E125405 entity
Predicate hasNotableMathematicianBearer P38644 FINISHED
Object Ngo Bao Chau E541848 NE FINISHED

How this triple was built (3 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, hasNotableMathematicianBearer, Ngo Bao Chau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngo Bao Chau
Context triple: [Ngo, hasNotableMathematicianBearer, Ngo Bao Chau]
  • A. Ngo Bao Chau chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasNotableMathematicianBearer
Context triple: [Ngo, hasNotableMathematicianBearer, Ngo Bao Chau]
  • A. hasNotableMathematician chosen
    Indicates that an entity is associated with or linked to a mathematician who is considered notable or distinguished.
  • B. hasNotableStatesman
    Indicates that an entity is associated with or distinguished by a prominent political leader or statesman.
  • C. hasNotableHonoree
    Indicates that an entity is notably dedicated to, named after, or honors a particular person or group.
  • D. hasNotablePatriarch
    Indicates that an entity is associated with a prominent or historically significant male ancestral or founding figure.
  • E. hasNotableFictionalBearer
    Indicates that an entity is associated with at least one well-known fictional character that bears its name or designation.
  • F. None of above.

Provenance (4 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_69c029014588819094a2a0f6f9b66bab completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dd76f008190970c3b17ec8cbfd8 completed March 22, 2026, 11:40 p.m.
PD Predicate disambiguation batch_69c021c0e0408190ab6c3cd3f907e80f completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:44 p.m.