Triple

T11507970
Position Surface form Disambiguated ID Type / Status
Subject Robert J. Barro E272833 entity
Predicate coAuthor P398 FINISHED
Object David Gordon
David Gordon is an economist known for his influential work in macroeconomic theory and policy, including collaborations with Robert J. Barro.
E930438 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: David Gordon | Statement: [Robert J. Barro, coAuthor, David Gordon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Gordon
Context triple: [Robert J. Barro, coAuthor, David Gordon]
  • A. Donald Gordon
    Donald Gordon was a prominent South African-born businessman and philanthropist known for founding the financial services group Liberty Life and for his major contributions to the arts and education.
  • B. Donald Gordon
    Donald Gordon was an actor known for appearing in mid-20th-century films, including the romantic comedy "No Time for Love."
  • C. James Riely Gordon
    James Riely Gordon was a prominent late-19th- and early-20th-century American architect best known for designing numerous Romanesque Revival courthouses and public buildings across the United States.
  • D. Christopher Gordon
    Christopher Gordon is an Australian composer best known for his orchestral film scores, including his acclaimed work on "Master and Commander: The Far Side of the World."
  • E. Jonathan Gordon
    Jonathan Gordon is a film producer best known for his work on acclaimed movies such as "Silver Linings Playbook."
  • 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: David Gordon
Triple: [Robert J. Barro, coAuthor, David Gordon]
Generated description
David Gordon is an economist known for his influential work in macroeconomic theory and policy, including collaborations with Robert J. Barro.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Gordon
Target entity description: David Gordon is an economist known for his influential work in macroeconomic theory and policy, including collaborations with Robert J. Barro.
  • A. Donald Gordon
    Donald Gordon was a prominent South African-born businessman and philanthropist known for founding the financial services group Liberty Life and for his major contributions to the arts and education.
  • B. Donald Gordon
    Donald Gordon was an actor known for appearing in mid-20th-century films, including the romantic comedy "No Time for Love."
  • C. James Riely Gordon
    James Riely Gordon was a prominent late-19th- and early-20th-century American architect best known for designing numerous Romanesque Revival courthouses and public buildings across the United States.
  • D. Christopher Gordon
    Christopher Gordon is an Australian composer best known for his orchestral film scores, including his acclaimed work on "Master and Commander: The Far Side of the World."
  • E. Jonathan Gordon
    Jonathan Gordon is a film producer best known for his work on acclaimed movies such as "Silver Linings Playbook."
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db43a648190be859bec2fe9f43b completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e624f5c9608190bde28a59860b3c93 completed April 20, 2026, 1:07 p.m.
NEDg Description generation batch_69e62cf44018819094818f11ac653763 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e674c3a98c8190b32dc6879cb3a5f9 completed April 20, 2026, 6:47 p.m.
Created at: April 8, 2026, 9:36 p.m.