Triple

T17051185
Position Surface form Disambiguated ID Type / Status
Subject Lab Girl E413699 entity
Predicate featuresCharacter P626 FINISHED
Object Bill Hagopian
Bill Hagopian is a character in Hope Jahren’s memoir "Lab Girl," depicted as one of the key figures in her scientific and personal life.
E1250196 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: Bill Hagopian | Statement: [Lab Girl, featuresCharacter, Bill Hagopian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Hagopian
Context triple: [Lab Girl, featuresCharacter, Bill Hagopian]
  • A. George Keister
    George Keister was an American architect best known for designing prominent early 20th-century theaters and commercial buildings in New York City.
  • B. Rex Hanson
    Rex Hanson is a wealthy, arrogant antagonist in the comedy film "Horrible Bosses 2," known for scheming against the main characters.
  • C. Rex Hanson
    Rex Hanson is a person known primarily in relation to his employment under Bert Hanson.
  • D. Greg Sarris
    Greg Sarris is a Native American author, scholar, and longtime tribal leader best known for serving as the chairman of the Federated Indians of Graton Rancheria in California.
  • E. Ralph Hoagland
    Ralph Hoagland is an American businessman best known as a co-founder of the major U.S. pharmacy and healthcare company CVS Health.
  • 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: Bill Hagopian
Triple: [Lab Girl, featuresCharacter, Bill Hagopian]
Generated description
Bill Hagopian is a character in Hope Jahren’s memoir "Lab Girl," depicted as one of the key figures in her scientific and personal life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Hagopian
Target entity description: Bill Hagopian is a character in Hope Jahren’s memoir "Lab Girl," depicted as one of the key figures in her scientific and personal life.
  • A. George Keister
    George Keister was an American architect best known for designing prominent early 20th-century theaters and commercial buildings in New York City.
  • B. Rex Hanson
    Rex Hanson is a wealthy, arrogant antagonist in the comedy film "Horrible Bosses 2," known for scheming against the main characters.
  • C. Rex Hanson
    Rex Hanson is a person known primarily in relation to his employment under Bert Hanson.
  • D. Greg Sarris
    Greg Sarris is a Native American author, scholar, and longtime tribal leader best known for serving as the chairman of the Federated Indians of Graton Rancheria in California.
  • E. Ralph Hoagland
    Ralph Hoagland is an American businessman best known as a co-founder of the major U.S. pharmacy and healthcare company CVS Health.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3daa26e84819098b41ae15618e813 completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed60d3481909c8144bcb01316a1 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a0132efcef8819095dac57351586910 completed May 11, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_6a013357945c8190a293634d8d0399b4 completed May 11, 2026, 1:39 a.m.
Created at: April 10, 2026, 5:34 a.m.