Triple

T9563521
Position Surface form Disambiguated ID Type / Status
Subject O'Malley's March E230732 entity
Predicate hasMember P10 FINISHED
Object John Hogan
John Hogan is a musician known for being a member of the Celtic rock band O'Malley's March.
 E808811 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: John Hogan | Statement: [O'Malley's March, hasMember, John Hogan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hogan
Context triple: [O'Malley's March, hasMember, John Hogan]
  • A. John Hogan
    John Hogan was a 19th-century American politician who served as a U.S. Representative from Missouri.
  • B. Tom Henighan
    Tom Henighan is a researcher and co-author known for his work in large-scale language models and AI, including contributions to influential OpenAI publications.
  • C. Frank Hogan
    Frank Hogan was a long-serving and highly influential New York County district attorney known for his vigorous prosecution of organized crime and political corruption in the mid-20th century.
  • D. Paul Brannigan
    Paul Brannigan is a Scottish actor best known for his breakout role in Ken Loach’s film "The Angels’ Share" and subsequent appearances in British cinema and television.
  • E. David Hogan
    David Hogan is a music video director known for his work on popular songs and collaborations with major recording artists.
  • 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: John Hogan
Triple: [O'Malley's March, hasMember, John Hogan]
Generated description
John Hogan is a musician known for being a member of the Celtic rock band O'Malley's March.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hogan
Target entity description: John Hogan is a musician known for being a member of the Celtic rock band O'Malley's March.
  • A. John Hogan
    John Hogan was a 19th-century American politician who served as a U.S. Representative from Missouri.
  • B. Tom Henighan
    Tom Henighan is a researcher and co-author known for his work in large-scale language models and AI, including contributions to influential OpenAI publications.
  • C. Frank Hogan
    Frank Hogan was a long-serving and highly influential New York County district attorney known for his vigorous prosecution of organized crime and political corruption in the mid-20th century.
  • D. Paul Brannigan
    Paul Brannigan is a Scottish actor best known for his breakout role in Ken Loach’s film "The Angels’ Share" and subsequent appearances in British cinema and television.
  • E. David Hogan
    David Hogan is a music video director known for his work on popular songs and collaborations with major recording artists.
  • 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9968b8608190b3078fe5764f0a69 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16144be688190b7120c4f63dc94c3 completed April 4, 2026, 7:06 p.m.
NEDg Description generation batch_69d1621d5dbc81908cf2ecb6b96fb090 completed April 4, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69d164f5e2988190a47a3de97e5c74b8 completed April 4, 2026, 7:22 p.m.
Created at: March 30, 2026, 8:04 p.m.