Triple

T926684
Position Surface form Disambiguated ID Type / Status
Subject Timoshenko Medal E19998 entity
Predicate hasNotableRecipient P108 FINISHED
Object Thomas J. R. Hughes
Thomas J. R. Hughes is a prominent American applied mathematician and engineer renowned for his pioneering contributions to finite element methods and computational mechanics.
E109799 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: Thomas J. R. Hughes | Statement: [Timoshenko Medal, hasNotableRecipient, Thomas J. R. Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas J. R. Hughes
Context triple: [Timoshenko Medal, hasNotableRecipient, Thomas J. R. Hughes]
  • A. Jeff Gitelman
    Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
  • B. J. O. Taylor
    J. O. Taylor was a cinematographer active during early Hollywood who worked on the landmark 1933 monster film "King Kong."
  • C. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
  • D. Robert Fogel
    Robert Fogel was a Nobel Prize–winning economic historian known for applying quantitative, Chicago School–style economic analysis to historical questions such as the economics of slavery and railroads.
  • E. Alfred W. Crosby
    Alfred W. Crosby was an American environmental historian whose influential work on ecological and cultural consequences of European expansion helped establish the field of environmental history.
  • 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: Thomas J. R. Hughes
Triple: [Timoshenko Medal, hasNotableRecipient, Thomas J. R. Hughes]
Generated description
Thomas J. R. Hughes is a prominent American applied mathematician and engineer renowned for his pioneering contributions to finite element methods and computational mechanics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas J. R. Hughes
Target entity description: Thomas J. R. Hughes is a prominent American applied mathematician and engineer renowned for his pioneering contributions to finite element methods and computational mechanics.
  • A. Jeff Gitelman
    Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
  • B. J. O. Taylor
    J. O. Taylor was a cinematographer active during early Hollywood who worked on the landmark 1933 monster film "King Kong."
  • C. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
  • D. Robert Fogel
    Robert Fogel was a Nobel Prize–winning economic historian known for applying quantitative, Chicago School–style economic analysis to historical questions such as the economics of slavery and railroads.
  • E. Alfred W. Crosby
    Alfred W. Crosby was an American environmental historian whose influential work on ecological and cultural consequences of European expansion helped establish the field of environmental history.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b32c5b508190a570c94a6647ba70 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee0becc0819089b3dadc618cf83c completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f3607c70819080c5e3e49ccc6de5 completed March 4, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69a7f3d1e97881909cbb97a8ca89c574 completed March 4, 2026, 8:56 a.m.
Created at: March 1, 2026, 7:40 p.m.