Triple

T1367404
Position Surface form Disambiguated ID Type / Status
Subject George Gabriel Stokes E30034 entity
Predicate familyName P18 FINISHED
Object Stokes
Stokes is a surname most famously associated with George Gabriel Stokes, a 19th-century Irish mathematician and physicist known for his foundational work in fluid dynamics and optics.
 E155866 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: Stokes | Statement: [George Gabriel Stokes, familyName, Stokes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stokes
Context triple: [George Gabriel Stokes, familyName, Stokes]
  • A. Reynolds
    Reynolds is a common English surname borne by numerous notable figures in entertainment, politics, sports, and other fields.
  • B. Reynolds
    Reynolds was a prominent Spanish professional cycling team, best known as the early-career squad of multiple Tour de France winner Miguel Indurain and later evolving into the Banesto team.
  • C. Stewart
    Stewart is a common Scottish-origin surname borne by numerous notable figures across politics, law, the arts, and entertainment.
  • D. Stott
    Stott is a surname notably associated with Alicia Boole Stott, a pioneering mathematician known for her work on four-dimensional polytopes.
  • E. Stuckart
    Stuckart is a German surname most notably associated with Wilhelm Stuckart, a high-ranking Nazi official and legal theorist involved in formulating racial laws during the Third Reich.
  • 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: Stokes
Triple: [George Gabriel Stokes, familyName, Stokes]
Generated description
Stokes is a surname most famously associated with George Gabriel Stokes, a 19th-century Irish mathematician and physicist known for his foundational work in fluid dynamics and optics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stokes
Target entity description: Stokes is a surname most famously associated with George Gabriel Stokes, a 19th-century Irish mathematician and physicist known for his foundational work in fluid dynamics and optics.
  • A. Reynolds
    Reynolds is a common English surname borne by numerous notable figures in entertainment, politics, sports, and other fields.
  • B. Reynolds
    Reynolds was a prominent Spanish professional cycling team, best known as the early-career squad of multiple Tour de France winner Miguel Indurain and later evolving into the Banesto team.
  • C. Stewart
    Stewart is a common Scottish-origin surname borne by numerous notable figures across politics, law, the arts, and entertainment.
  • D. Stott
    Stott is a surname notably associated with Alicia Boole Stott, a pioneering mathematician known for her work on four-dimensional polytopes.
  • E. Stuckart
    Stuckart is a German surname most notably associated with Wilhelm Stuckart, a high-ranking Nazi official and legal theorist involved in formulating racial laws during the Third Reich.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2d33d2081908008494b5f56bf56 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce788098819087a046e10966b7e9 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf15d910819098e9a4b24247881b completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accffa9a40819083a3e55a5d83e040 completed March 8, 2026, 1:25 a.m.
Created at: March 1, 2026, 7:57 p.m.