Triple

T6262939
Position Surface form Disambiguated ID Type / Status
Subject Manmohan Singh E140343 entity
Predicate doctoralAdvisor P167 FINISHED
Object I. M. D. Little
I. M. D. Little was a British economist known for his influential work in welfare economics and development policy.
E579830 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: I. M. D. Little | Statement: [Manmohan Singh, doctoralAdvisor, I. M. D. Little]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I. M. D. Little
Context triple: [Manmohan Singh, doctoralAdvisor, I. M. D. Little]
  • A. Milo Tindle
    Milo Tindle is a young hairdresser and the lover of Andrew Wyke’s wife who becomes the rival and foil to the older man in the psychological thriller film "Sleuth" (1972).
  • B. Philbert Little
    Philbert Little was one of the sons of civil rights activist Louise Little and the older brother of Malcolm X.
  • C. George Devine
    George Devine was a British theatre director, actor, and influential artistic director of the Royal Court Theatre, known for championing new writing in mid-20th-century British drama.
  • D. J. Miles Dale
    J. Miles Dale is a Canadian film and television producer best known for his Academy Award–winning work on Guillermo del Toro's fantasy romance film "The Shape of Water."
  • E. Alan Meade
    Alan Meade is a musician best known as an early former member of the American rock band No Doubt.
  • 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: I. M. D. Little
Triple: [Manmohan Singh, doctoralAdvisor, I. M. D. Little]
Generated description
I. M. D. Little was a British economist known for his influential work in welfare economics and development policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I. M. D. Little
Target entity description: I. M. D. Little was a British economist known for his influential work in welfare economics and development policy.
  • A. Milo Tindle
    Milo Tindle is a young hairdresser and the lover of Andrew Wyke’s wife who becomes the rival and foil to the older man in the psychological thriller film "Sleuth" (1972).
  • B. Philbert Little
    Philbert Little was one of the sons of civil rights activist Louise Little and the older brother of Malcolm X.
  • C. George Devine
    George Devine was a British theatre director, actor, and influential artistic director of the Royal Court Theatre, known for championing new writing in mid-20th-century British drama.
  • D. J. Miles Dale
    J. Miles Dale is a Canadian film and television producer best known for his Academy Award–winning work on Guillermo del Toro's fantasy romance film "The Shape of Water."
  • E. Alan Meade
    Alan Meade is a musician best known as an early former member of the American rock band No Doubt.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06387fec0819095b47a37b9402aa9 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2445061a481909487fdb04c50493b completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2a7b1406c8190a703297cf3dbafca completed March 24, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69c2a809cb1c81909aca6b1b70310e67 completed March 24, 2026, 3:04 p.m.
Created at: March 22, 2026, 4:25 p.m.