Triple

T545181
Position Surface form Disambiguated ID Type / Status
Subject Kate Chopin E12716 entity
Predicate familyName P18 FINISHED
Object O’Flaherty
O’Flaherty is the birth surname of American author Kate Chopin, known for her pioneering works of feminist literature in the late 19th century.
 E68142 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: O’Flaherty | Statement: [Kate Chopin, familyName, O’Flaherty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: O’Flaherty
Context triple: [Kate Chopin, familyName, O’Flaherty]
  • A. Guilfoyle
    Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
  • B. Kennelly
    Kennelly is a surname most notably associated with Arthur E. Kennelly, an influential electrical engineer and physicist known for his work on alternating current theory and the ionosphere.
  • C. Callaghan
    Callaghan is a surname of Irish origin borne by numerous notable individuals in politics, sports, and the arts.
  • D. Fergus Cullen
    Fergus Cullen is an American political strategist and former chairman of the New Hampshire Republican Party.
  • E. Desmond MacCarthy
    Desmond MacCarthy was a British literary critic and essayist associated with early 20th-century modernist circles and known for his influential journalism and book reviews.
  • 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: O’Flaherty
Triple: [Kate Chopin, familyName, O’Flaherty]
Generated description
O’Flaherty is the birth surname of American author Kate Chopin, known for her pioneering works of feminist literature in the late 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: O’Flaherty
Target entity description: O’Flaherty is the birth surname of American author Kate Chopin, known for her pioneering works of feminist literature in the late 19th century.
  • A. Guilfoyle
    Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
  • B. Kennelly
    Kennelly is a surname most notably associated with Arthur E. Kennelly, an influential electrical engineer and physicist known for his work on alternating current theory and the ionosphere.
  • C. Callaghan
    Callaghan is a surname of Irish origin borne by numerous notable individuals in politics, sports, and the arts.
  • D. Fergus Cullen
    Fergus Cullen is an American political strategist and former chairman of the New Hampshire Republican Party.
  • E. Desmond MacCarthy
    Desmond MacCarthy was a British literary critic and essayist associated with early 20th-century modernist circles and known for his influential journalism and book reviews.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dfec5c81908b76d723b30dc2f0 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4d042a590819096ed622dc6bcf8e4 completed March 1, 2026, 11:48 p.m.
NEDg Description generation batch_69a4d0a6aa508190b8a29de838d2dbb0 completed March 1, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69a4d114973c81908c3d8fb393f9ee14 completed March 1, 2026, 11:51 p.m.
Created at: March 1, 2026, 7:32 p.m.