Triple

T4209004
Position Surface form Disambiguated ID Type / Status
Subject The Spy E93852 entity
Predicate mainCharacter P1183 FINISHED
Object Frances Wharton
Frances Wharton is the protagonist of James Fenimore Cooper’s novel "The Spy," a young woman navigating love, loyalty, and political intrigue during the American Revolutionary War.
E425526 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: Frances Wharton | Statement: [The Spy, mainCharacter, Frances Wharton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frances Wharton
Context triple: [The Spy, mainCharacter, Frances Wharton]
  • A. Katharine Pember
    Katharine Pember was a British mathematician known for her work in analysis and as the wife of physicist and geneticist Charles Galton Darwin.
  • B. Charlotte Maria Reed
    Charlotte Maria Reed is the birth name of Charlotte Church, the Welsh singer who gained fame as a child classical crossover star before transitioning to pop music and television.
  • C. Elizabeth Alington
    Elizabeth Alington was a British aristocrat and the wife of Conservative politician and former UK Prime Minister Alec Douglas-Home.
  • D. Emily Wharton
    Emily Wharton is the central protagonist of Anthony Trollope’s political novel "The Prime Minister," around whom the story’s social and romantic conflicts revolve.
  • E. Mrs. J. M. Wainwright
    Mrs. J. M. Wainwright was the woman who sponsored and ceremonially christened the U.S. Navy destroyer USS Wainwright (DD-419).
  • 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: Frances Wharton
Triple: [The Spy, mainCharacter, Frances Wharton]
Generated description
Frances Wharton is the protagonist of James Fenimore Cooper’s novel "The Spy," a young woman navigating love, loyalty, and political intrigue during the American Revolutionary War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frances Wharton
Target entity description: Frances Wharton is the protagonist of James Fenimore Cooper’s novel "The Spy," a young woman navigating love, loyalty, and political intrigue during the American Revolutionary War.
  • A. Katharine Pember
    Katharine Pember was a British mathematician known for her work in analysis and as the wife of physicist and geneticist Charles Galton Darwin.
  • B. Charlotte Maria Reed
    Charlotte Maria Reed is the birth name of Charlotte Church, the Welsh singer who gained fame as a child classical crossover star before transitioning to pop music and television.
  • C. Elizabeth Alington
    Elizabeth Alington was a British aristocrat and the wife of Conservative politician and former UK Prime Minister Alec Douglas-Home.
  • D. Emily Wharton
    Emily Wharton is the central protagonist of Anthony Trollope’s political novel "The Prime Minister," around whom the story’s social and romantic conflicts revolve.
  • E. Mrs. J. M. Wainwright
    Mrs. J. M. Wainwright was the woman who sponsored and ceremonially christened the U.S. Navy destroyer USS Wainwright (DD-419).
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3480f80208190b08ca6ccfe9c41f6 completed March 12, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b76f07b4819097b59868af43b611 completed March 14, 2026, 7:30 p.m.
NEDg Description generation batch_69b5b80e6b6c8190a6c10c62f733f4e5 completed March 14, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5b881c80081909af084ff4b43b01e completed March 14, 2026, 7:35 p.m.
Created at: March 12, 2026, 11:03 p.m.