Triple

T21287937
Position Surface form Disambiguated ID Type / Status
Subject O'Hara Township E524709 entity
Predicate namedAfter P63 FINISHED
Object James O'Hara
James O'Hara was a prominent early Pittsburgh-area figure, likely a landowner or civic leader, after whom O'Hara Township in Pennsylvania was named.
E1476241 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: James O'Hara | Statement: [O'Hara Township, namedAfter, James O'Hara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James O'Hara
Context triple: [O'Hara Township, namedAfter, James O'Hara]
  • A. Daniel O'Hara
    Daniel O'Hara is a television director known for his work on various British drama series, including the adaptation of Harlan Coben's "The Stranger."
  • B. Joe Hackett
    Joe Hackett is the responsible, straight-laced airline pilot and co-owner of Sandpiper Air in the sitcom "Wings," often serving as the show's central everyman figure.
  • C. Andy McPhee
    Andy McPhee is an Australian actor known for his character roles in film and television, including voice work in animated series such as Pacific Rim: The Black.
  • D. Derek Oldham
    Derek Oldham was an English tenor and actor best known for his performances in operettas and musical theatre in the early 20th century.
  • E. Kevin O’Hare
    Kevin O’Hare is a British former dancer and prominent ballet director best known for leading London’s Royal Ballet.
  • 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: James O'Hara
Triple: [O'Hara Township, namedAfter, James O'Hara]
Generated description
James O'Hara was a prominent early Pittsburgh-area figure, likely a landowner or civic leader, after whom O'Hara Township in Pennsylvania was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James O'Hara
Target entity description: James O'Hara was a prominent early Pittsburgh-area figure, likely a landowner or civic leader, after whom O'Hara Township in Pennsylvania was named.
  • A. Daniel O'Hara
    Daniel O'Hara is a television director known for his work on various British drama series, including the adaptation of Harlan Coben's "The Stranger."
  • B. Joe Hackett
    Joe Hackett is the responsible, straight-laced airline pilot and co-owner of Sandpiper Air in the sitcom "Wings," often serving as the show's central everyman figure.
  • C. Andy McPhee
    Andy McPhee is an Australian actor known for his character roles in film and television, including voice work in animated series such as Pacific Rim: The Black.
  • D. Derek Oldham
    Derek Oldham was an English tenor and actor best known for his performances in operettas and musical theatre in the early 20th century.
  • E. Kevin O’Hare
    Kevin O’Hare is a British former dancer and prominent ballet director best known for leading London’s Royal Ballet.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d7c57c8190bc4180ea590a62d4 completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099809b3d88190b78ddeae641a7abf completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998f27c6c81908a88a4a831445d57 completed May 17, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_6a09996c8d7c81908cc9874f6e1a3fff completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:03 p.m.