Triple

T14528991
Position Surface form Disambiguated ID Type / Status
Subject Ó Flaithbheartaigh E340853 entity
Predicate hasAnglicisedForm P3437 FINISHED
Object Flaherty
Flaherty is an Irish surname of Gaelic origin, derived from the Ó Flaithbheartaigh family name.
E1104245 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: Flaherty | Statement: [Ó Flaithbheartaigh, hasAnglicisedForm, Flaherty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flaherty
Context triple: [Ó Flaithbheartaigh, hasAnglicisedForm, Flaherty]
  • A. Flaherty
    Flaherty is an unincorporated community located in Meade County, Kentucky, United States.
  • B. Flecher
    Flecher is a variant spelling of the surname Fletcher, which traditionally refers to a maker or seller of arrows.
  • C. Flanigan
    Flanigan is a surname variant of Flanagan, an Irish family name of Gaelic origin.
  • D. Farley
    Farley is a rural-residential suburb in the Maitland region of New South Wales, Australia.
  • E. Farley
    Farley is a surname most notably associated with Jim Farley, an American business executive and CEO of Ford Motor Company.
  • 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: Flaherty
Triple: [Ó Flaithbheartaigh, hasAnglicisedForm, Flaherty]
Generated description
Flaherty is an Irish surname of Gaelic origin, derived from the Ó Flaithbheartaigh family name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flaherty
Target entity description: Flaherty is an Irish surname of Gaelic origin, derived from the Ó Flaithbheartaigh family name.
  • A. Flaherty
    Flaherty is an unincorporated community located in Meade County, Kentucky, United States.
  • B. Flecher
    Flecher is a variant spelling of the surname Fletcher, which traditionally refers to a maker or seller of arrows.
  • C. Flanigan
    Flanigan is a surname variant of Flanagan, an Irish family name of Gaelic origin.
  • D. Farley
    Farley is a rural-residential suburb in the Maitland region of New South Wales, Australia.
  • E. Farley
    Farley is a surname most notably associated with Jim Farley, an American business executive and CEO of Ford Motor Company.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dea051bc608190ad4d516c5e7bca43 completed April 14, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a547c408190a1a19e12aac1d5bd completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7be2dc0c8190b8950a1f43ce13ab completed May 8, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69fd7c6422e08190b149efdf58c3572a completed May 8, 2026, 6:02 a.m.
Created at: April 10, 2026, 1:22 a.m.