Triple

T7564422
Position Surface form Disambiguated ID Type / Status
Subject G. K. Batchelor E178875 entity
Predicate hasFamilyName P18 FINISHED
Object Batchelor
Batchelor is the surname of G. K. Batchelor, a prominent Australian applied mathematician and fluid dynamicist.
 E674074 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: Batchelor | Statement: [G. K. Batchelor, hasFamilyName, Batchelor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Batchelor
Context triple: [G. K. Batchelor, hasFamilyName, Batchelor]
  • A. Bachelor's Delight
    Bachelor's Delight is a fictional ship in Herman Melville’s novella "Benito Cereno," serving as part of the maritime setting that frames the story’s tense and ambiguous encounters at sea.
  • B. Mr. Right
    Mr. Right is a 2015 action-romantic comedy film in which Sam Rockwell plays a eccentric hitman who falls in love while being pursued by his former employers.
  • C. Butler
    Butler is the party that served as the defendant in the landmark U.S. Supreme Court case United States v. Butler, which addressed the constitutionality of certain New Deal agricultural policies.
  • D. Butler
    Butler is a common English and Irish surname historically associated with nobility and service roles, borne by numerous notable figures in politics, law, and the arts.
  • E. Butler
    Butler is a city in Pennsylvania that serves as the administrative and economic center of Butler County.
  • 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: Batchelor
Triple: [G. K. Batchelor, hasFamilyName, Batchelor]
Generated description
Batchelor is the surname of G. K. Batchelor, a prominent Australian applied mathematician and fluid dynamicist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Batchelor
Target entity description: Batchelor is the surname of G. K. Batchelor, a prominent Australian applied mathematician and fluid dynamicist.
  • A. Bachelor's Delight
    Bachelor's Delight is a fictional ship in Herman Melville’s novella "Benito Cereno," serving as part of the maritime setting that frames the story’s tense and ambiguous encounters at sea.
  • B. Mr. Right
    Mr. Right is a 2015 action-romantic comedy film in which Sam Rockwell plays a eccentric hitman who falls in love while being pursued by his former employers.
  • C. Butler
    Butler is the party that served as the defendant in the landmark U.S. Supreme Court case United States v. Butler, which addressed the constitutionality of certain New Deal agricultural policies.
  • D. Butler
    Butler is a common English and Irish surname historically associated with nobility and service roles, borne by numerous notable figures in politics, law, and the arts.
  • E. Butler
    Butler is a city in Pennsylvania that serves as the administrative and economic center of Butler County.
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8fc6a408190abf363a29359e764 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856d8206081909987556fb6ab7084 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c85918e70481908502cb86a31edc14 completed March 28, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69c85982256081908263d5f25c6e99b5 completed March 28, 2026, 10:43 p.m.
Created at: March 27, 2026, 3:50 p.m.