Triple

T11440054
Position Surface form Disambiguated ID Type / Status
Subject Martin Hairer E271120 entity
Predicate familyName P18 FINISHED
Object Hairer
Hairer is a surname most notably associated with Martin Hairer, an acclaimed mathematician and Fields Medalist known for his work in stochastic analysis and partial differential equations.
 E926683 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: Hairer | Statement: [Martin Hairer, familyName, Hairer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hairer
Context triple: [Martin Hairer, familyName, Hairer]
  • A. Wirtinger
    Wirtinger is a surname most notably associated with Austrian mathematician Wilhelm Wirtinger, known for his contributions to complex analysis and knot theory.
  • B. Hassler
    Hassler Whitney was an influential American mathematician known for his foundational work in differential topology and manifold theory.
  • C. Higham
    Higham is a village in Kent, England, notable for being the place where the novelist Charles Dickens spent his final years and died.
  • D. Higham
    Higham is a village in Suffolk, England, situated within the scenic Dedham Vale Area of Outstanding Natural Beauty.
  • E. Higham
    Higham is a small village in Lancashire, England, situated within the Borough of Pendle and known for its rural character and historic charm.
  • 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: Hairer
Triple: [Martin Hairer, familyName, Hairer]
Generated description
Hairer is a surname most notably associated with Martin Hairer, an acclaimed mathematician and Fields Medalist known for his work in stochastic analysis and partial differential equations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hairer
Target entity description: Hairer is a surname most notably associated with Martin Hairer, an acclaimed mathematician and Fields Medalist known for his work in stochastic analysis and partial differential equations.
  • A. Wirtinger
    Wirtinger is a surname most notably associated with Austrian mathematician Wilhelm Wirtinger, known for his contributions to complex analysis and knot theory.
  • B. Hassler
    Hassler Whitney was an influential American mathematician known for his foundational work in differential topology and manifold theory.
  • C. Higham
    Higham is a village in Kent, England, notable for being the place where the novelist Charles Dickens spent his final years and died.
  • D. Higham
    Higham is a village in Suffolk, England, situated within the scenic Dedham Vale Area of Outstanding Natural Beauty.
  • E. Higham
    Higham is a small village in Lancashire, England, situated within the Borough of Pendle and known for its rural character and historic charm.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d80888190c8190b6365550ffe4931c completed April 9, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d39554c48190969cc0ebd4dbc368 completed April 20, 2026, 7:19 a.m.
NEDg Description generation batch_69e5d91b047c81909ea4c7f114bfbba5 completed April 20, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69e5e2de4cd081908d30c44853565029 completed April 20, 2026, 8:25 a.m.
Created at: April 8, 2026, 9:35 p.m.