Triple

T13037977
Position Surface form Disambiguated ID Type / Status
Subject Greg Kaplan E326612 entity
Predicate coAuthor P398 FINISHED
Object Benjamin F. Moll
Benjamin F. Moll is an economist known for his research on macroeconomics, inequality, and heterogeneous-agent models, and for his academic work at institutions such as the London School of Economics and Princeton University.
E1077739 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: Benjamin F. Moll | Statement: [Greg Kaplan, coAuthor, Benjamin F. Moll]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin F. Moll
Context triple: [Greg Kaplan, coAuthor, Benjamin F. Moll]
  • A. Benjamin L. Willard
    Benjamin L. Willard is the troubled U.S. Army officer and central protagonist of the film "Apocalypse Now," tasked with a covert mission into Cambodia during the Vietnam War.
  • B. Benjamin G. Wilkinson
    Benjamin G. Wilkinson was a Seventh-day Adventist theologian and author whose early 20th-century defense of the Textus Receptus and the King James Bible significantly shaped the later King James Only movement.
  • C. Charles Jennings
    Charles Jennings was a Canadian journalist and radio broadcaster, best known for his work with the Canadian Broadcasting Corporation (CBC) and as the father of news anchor Peter Jennings.
  • D. Eli H. Murray
    Eli H. Murray was a 19th-century American military officer and territorial governor of Utah whose leadership and influence led to the city of Murray, Utah being named in his honor.
  • E. Benjamin G. Lamme
    Benjamin G. Lamme was an American electrical engineer known for his pioneering work in electric machinery design and leadership at Westinghouse Electric.
  • 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: Benjamin F. Moll
Triple: [Greg Kaplan, coAuthor, Benjamin F. Moll]
Generated description
Benjamin F. Moll is an economist known for his research on macroeconomics, inequality, and heterogeneous-agent models, and for his academic work at institutions such as the London School of Economics and Princeton University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin F. Moll
Target entity description: Benjamin F. Moll is an economist known for his research on macroeconomics, inequality, and heterogeneous-agent models, and for his academic work at institutions such as the London School of Economics and Princeton University.
  • A. Benjamin L. Willard
    Benjamin L. Willard is the troubled U.S. Army officer and central protagonist of the film "Apocalypse Now," tasked with a covert mission into Cambodia during the Vietnam War.
  • B. Benjamin G. Wilkinson
    Benjamin G. Wilkinson was a Seventh-day Adventist theologian and author whose early 20th-century defense of the Textus Receptus and the King James Bible significantly shaped the later King James Only movement.
  • C. Charles Jennings
    Charles Jennings was a Canadian journalist and radio broadcaster, best known for his work with the Canadian Broadcasting Corporation (CBC) and as the father of news anchor Peter Jennings.
  • D. Eli H. Murray
    Eli H. Murray was a 19th-century American military officer and territorial governor of Utah whose leadership and influence led to the city of Murray, Utah being named in his honor.
  • E. Benjamin G. Lamme
    Benjamin G. Lamme was an American electrical engineer known for his pioneering work in electric machinery design and leadership at Westinghouse Electric.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804b743c8190810dc5c14bc6d912 completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb63f006c8190997c0f3cdc6efd6c completed May 7, 2026, 3:56 p.m.
NEDg Description generation batch_69fcc4734d388190b4a06799e362cfa9 completed May 7, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69fcc51f30588190bfe6efd1dc84d921 completed May 7, 2026, 5 p.m.
Created at: April 9, 2026, 8:55 p.m.