Triple

T12109798
Position Surface form Disambiguated ID Type / Status
Subject The Matchmaker E288392 entity
Predicate notableCharacter P1481 FINISHED
Object Ambrose Kemper
Ambrose Kemper is a young, idealistic clerk in Thornton Wilder’s play "The Matchmaker," whose romantic ambitions and rebellious spirit help drive the comedy’s plot.
E982057 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: Ambrose Kemper | Statement: [The Matchmaker, notableCharacter, Ambrose Kemper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ambrose Kemper
Context triple: [The Matchmaker, notableCharacter, Ambrose Kemper]
  • A. Charles Mant
    Charles Mant was a British architect noted for his influential role in developing Indo-Saracenic architecture in colonial India.
  • B. George Kendrick
    George Kendrick is a Christian cleric who formerly served as the Bishop of the remote Anglican Diocese of St Helena in the South Atlantic.
  • C. Albert S. Bickmore
    Albert S. Bickmore was a 19th-century American naturalist and museum curator best known for spearheading the creation of the American Museum of Natural History in New York City.
  • D. Charles Bingham
    Charles Bingham was a 19th-century figure best known as a son of the prominent American missionary Hiram Bingham I, who played a key role in early Protestant missions to Hawaii.
  • E. Charles Heath
    Charles Heath was a prominent 19th-century English engraver known for his book illustrations and contributions to the popularization of steel engraving.
  • 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: Ambrose Kemper
Triple: [The Matchmaker, notableCharacter, Ambrose Kemper]
Generated description
Ambrose Kemper is a young, idealistic clerk in Thornton Wilder’s play "The Matchmaker," whose romantic ambitions and rebellious spirit help drive the comedy’s plot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ambrose Kemper
Target entity description: Ambrose Kemper is a young, idealistic clerk in Thornton Wilder’s play "The Matchmaker," whose romantic ambitions and rebellious spirit help drive the comedy’s plot.
  • A. Charles Mant
    Charles Mant was a British architect noted for his influential role in developing Indo-Saracenic architecture in colonial India.
  • B. George Kendrick
    George Kendrick is a Christian cleric who formerly served as the Bishop of the remote Anglican Diocese of St Helena in the South Atlantic.
  • C. Albert S. Bickmore
    Albert S. Bickmore was a 19th-century American naturalist and museum curator best known for spearheading the creation of the American Museum of Natural History in New York City.
  • D. Charles Bingham
    Charles Bingham was a 19th-century figure best known as a son of the prominent American missionary Hiram Bingham I, who played a key role in early Protestant missions to Hawaii.
  • E. Charles Heath
    Charles Heath was a prominent 19th-century English engraver known for his book illustrations and contributions to the popularization of steel engraving.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156709288190b4684cb19037dc38 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63456d8dc8190b788957a37b985ca completed May 2, 2026, 5:28 p.m.
NEDg Description generation batch_69f6386304c08190b629d51fd0abcefa completed May 2, 2026, 5:46 p.m.
NED2 Entity disambiguation (via description) batch_69f63900ea248190bf59c1123ea78372 completed May 2, 2026, 5:48 p.m.
Created at: April 8, 2026, 9:49 p.m.