Triple

T692482
Position Surface form Disambiguated ID Type / Status
Subject Daron Acemoglu E13823 entity
Predicate doctoralAdvisor P167 FINISHED
Object James Malcomson
James Malcomson is a British economist known for his contributions to labor economics and contract theory, including work on incentive structures and employment relationships.
E168748 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: James Malcomson | Statement: [Daron Acemoglu, doctoralAdvisor, James Malcomson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Malcomson
Context triple: [Daron Acemoglu, doctoralAdvisor, James Malcomson]
  • A. James Marvyn
    James Marvyn is a central fictional character in Harriet Beecher Stowe’s novel "The Minister's Wooing," serving as a romantic lead whose presumed death and unexpected return drive much of the story’s emotional and moral conflict.
  • B. Malcolm Kirk
    Malcolm Kirk was an English professional wrestler known for his imposing size and for tragically dying in the ring during a match in 1987.
  • C. Marc Eversley
    Marc Eversley is a Canadian basketball executive known for serving as the general manager of the NBA’s Chicago Bulls.
  • D. John MacDougall
    John MacDougall was a Scottish Labour politician who served as a Member of Parliament representing a constituency including Glenrothes.
  • E. Alexander Parris
    Alexander Parris was a prominent 19th-century American architect and engineer best known for his austere Greek Revival and early granite public buildings in New England.
  • 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: James Malcomson
Triple: [Daron Acemoglu, doctoralAdvisor, James Malcomson]
Generated description
James Malcomson is a British economist known for his contributions to labor economics and contract theory, including work on incentive structures and employment relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Malcomson
Target entity description: James Malcomson is a British economist known for his contributions to labor economics and contract theory, including work on incentive structures and employment relationships.
  • A. James Marvyn
    James Marvyn is a central fictional character in Harriet Beecher Stowe’s novel "The Minister's Wooing," serving as a romantic lead whose presumed death and unexpected return drive much of the story’s emotional and moral conflict.
  • B. Malcolm Kirk
    Malcolm Kirk was an English professional wrestler known for his imposing size and for tragically dying in the ring during a match in 1987.
  • C. Marc Eversley
    Marc Eversley is a Canadian basketball executive known for serving as the general manager of the NBA’s Chicago Bulls.
  • D. John MacDougall
    John MacDougall was a Scottish Labour politician who served as a Member of Parliament representing a constituency including Glenrothes.
  • E. Alexander Parris
    Alexander Parris was a prominent 19th-century American architect and engineer best known for his austere Greek Revival and early granite public buildings in New England.
  • 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_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0b05f2c8190876c73db15b489a2 completed March 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15866b448190b20334eddca756eb completed March 8, 2026, 6:21 a.m.
NEDg Description generation batch_69ad164d4cfc8190a1be23c814b6b18f completed March 8, 2026, 6:25 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a5c76c8190a0bb3ccf5557b1b0 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 7:36 p.m.