Triple

T6131494
Position Surface form Disambiguated ID Type / Status
Subject Raghuram Rajan E136728 entity
Predicate doctoralAdvisor P167 FINISHED
Object Stewart Myers
Stewart Myers is a prominent American economist and finance scholar best known for his foundational work in corporate finance theory, including the pecking order theory of capital structure.
E571879 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: Stewart Myers | Statement: [Raghuram Rajan, doctoralAdvisor, Stewart Myers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stewart Myers
Context triple: [Raghuram Rajan, doctoralAdvisor, Stewart Myers]
  • A. Robert Kravis
    Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
  • B. Henry Kravis
    Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
  • C. Leo Fuld
    Leo Fuld was a Dutch Jewish singer and songwriter renowned for his emotive performances of Yiddish songs and his role in popularizing Jewish music internationally in the mid-20th century.
  • D. Bob Feerick
    Bob Feerick was an early professional basketball star and player-coach in the Basketball Association of America (a precursor to the NBA), known for his scoring and leadership in the late 1940s.
  • E. Joe Masteroff
    Joe Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
  • 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: Stewart Myers
Triple: [Raghuram Rajan, doctoralAdvisor, Stewart Myers]
Generated description
Stewart Myers is a prominent American economist and finance scholar best known for his foundational work in corporate finance theory, including the pecking order theory of capital structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stewart Myers
Target entity description: Stewart Myers is a prominent American economist and finance scholar best known for his foundational work in corporate finance theory, including the pecking order theory of capital structure.
  • A. Robert Kravis
    Robert Kravis is a film producer best known for his work on the crime thriller "Lucky Number Slevin."
  • B. Henry Kravis
    Henry Kravis is an American billionaire businessman and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer of leveraged buyouts.
  • C. Leo Fuld
    Leo Fuld was a Dutch Jewish singer and songwriter renowned for his emotive performances of Yiddish songs and his role in popularizing Jewish music internationally in the mid-20th century.
  • D. Bob Feerick
    Bob Feerick was an early professional basketball star and player-coach in the Basketball Association of America (a precursor to the NBA), known for his scoring and leadership in the late 1940s.
  • E. Joe Masteroff
    Joe Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4f7ad8819096b09ddd312453fb completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135d75a588190a565026498bcce57 completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c137fb40e881909bdbd776c55a1f51 completed March 23, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_69c1387a38788190b8cf2b04e5eeb5e3 completed March 23, 2026, 12:56 p.m.
Created at: March 22, 2026, 4:15 p.m.