Triple

T10971643
Position Surface form Disambiguated ID Type / Status
Subject Amy Curtis March E259248 entity
Predicate friendOf P8712 FINISHED
Object Fred Vaughn
Fred Vaughn is a minor character in Louisa May Alcott’s "Little Women," known as a wealthy young man within Amy March’s social circle.
 E897851 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: Fred Vaughn | Statement: [Amy Curtis March, friendOf, Fred Vaughn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fred Vaughn
Context triple: [Amy Curtis March, friendOf, Fred Vaughn]
  • A. Vaughn Franklin
    Vaughn Franklin is one of the children of renowned Baptist minister and civil rights activist C. L. Franklin.
  • B. Tim Vaughan
    Tim Vaughan is a television producer best known for his executive production work on the action-drama series "Strike Back."
  • C. Curt Vaughan
    Curt Vaughan is a character in the horror-comedy film "The Cabin in the Woods," portrayed as the stereotypical jock whose behavior is manipulated by external forces.
  • D. Larry Vaughn
    Larry Vaughn is the fictional mayor of Amity Island in Peter Benchley’s "Jaws," best known for prioritizing the town’s tourism economy over public safety during a series of shark attacks.
  • E. Jack Givens
    Jack Givens is a former American basketball player best known for starring at the University of Kentucky, where he led the Wildcats to the 1978 NCAA championship and was named the Final Four Most Outstanding Player.
  • 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: Fred Vaughn
Triple: [Amy Curtis March, friendOf, Fred Vaughn]
Generated description
Fred Vaughn is a minor character in Louisa May Alcott’s "Little Women," known as a wealthy young man within Amy March’s social circle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fred Vaughn
Target entity description: Fred Vaughn is a minor character in Louisa May Alcott’s "Little Women," known as a wealthy young man within Amy March’s social circle.
  • A. Vaughn Franklin
    Vaughn Franklin is one of the children of renowned Baptist minister and civil rights activist C. L. Franklin.
  • B. Tim Vaughan
    Tim Vaughan is a television producer best known for his executive production work on the action-drama series "Strike Back."
  • C. Curt Vaughan
    Curt Vaughan is a character in the horror-comedy film "The Cabin in the Woods," portrayed as the stereotypical jock whose behavior is manipulated by external forces.
  • D. Larry Vaughn
    Larry Vaughn is the fictional mayor of Amity Island in Peter Benchley’s "Jaws," best known for prioritizing the town’s tourism economy over public safety during a series of shark attacks.
  • E. Jack Givens
    Jack Givens is a former American basketball player best known for starring at the University of Kentucky, where he led the Wildcats to the 1978 NCAA championship and was named the Final Four Most Outstanding Player.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7719b5edc81908c1019f81e78bd2e completed April 9, 2026, 9:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69e344a2130081908d9d22ee84890925 completed April 18, 2026, 8:45 a.m.
NEDg Description generation batch_69e3556ad7ec819095b3babc67ecdfd4 completed April 18, 2026, 9:56 a.m.
NED2 Entity disambiguation (via description) batch_69e358f860f08190bfd10519ff3806aa completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:24 p.m.