Triple

T13103594
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Bay Blackhawks E310782 entity
Predicate notablePlayer P304 FINISHED
Object John Doyle
John Doyle is a former American soccer defender who played for the U.S. national team and later became an executive in Major League Soccer.
 E1025386 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 Doyle | Statement: [San Francisco Bay Blackhawks, notablePlayer, John Doyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Doyle
Context triple: [San Francisco Bay Blackhawks, notablePlayer, John Doyle]
  • A. John Doyle
    John Doyle is a musician best known as a member of the Celtic band O'Malley's March.
  • B. Jack Doyle
    Jack Doyle is a central character in Dennis Lehane’s crime novel "Gone, Baby, Gone," depicted as a powerful and morally ambiguous figure involved in the kidnapping case at the story’s core.
  • C. Mark Dooley
    Mark Dooley is a film producer best known for his work on the 2013 biographical drama "Jobs," which chronicles the life of Apple co-founder Steve Jobs.
  • D. Kevin Doyle
    Kevin Doyle is the witty, secretly romantic journalist and love interest of Katherine Heigl’s character in the romantic comedy film "27 Dresses."
  • E. Rob Doyle
    Rob Doyle is an Irish writer known for his darkly comic and transgressive fiction exploring youth, alienation, and contemporary Dublin life.
  • 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 Doyle
Triple: [San Francisco Bay Blackhawks, notablePlayer, John Doyle]
Generated description
John Doyle is a former American soccer defender who played for the U.S. national team and later became an executive in Major League Soccer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Doyle
Target entity description: John Doyle is a former American soccer defender who played for the U.S. national team and later became an executive in Major League Soccer.
  • A. John Doyle
    John Doyle is a musician best known as a member of the Celtic band O'Malley's March.
  • B. Jack Doyle
    Jack Doyle is a central character in Dennis Lehane’s crime novel "Gone, Baby, Gone," depicted as a powerful and morally ambiguous figure involved in the kidnapping case at the story’s core.
  • C. Mark Dooley
    Mark Dooley is a film producer best known for his work on the 2013 biographical drama "Jobs," which chronicles the life of Apple co-founder Steve Jobs.
  • D. Kevin Doyle
    Kevin Doyle is the witty, secretly romantic journalist and love interest of Katherine Heigl’s character in the romantic comedy film "27 Dresses."
  • E. Rob Doyle
    Rob Doyle is an Irish writer known for his darkly comic and transgressive fiction exploring youth, alienation, and contemporary Dublin life.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98153255c8190b6ab64ac0c4716f8 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ead8f3a881909a32afc268e3b385 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f08c573081909f54e4fb505e5d6e completed May 3, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_69f6f0bc81608190b42b6feead63fd35 completed May 3, 2026, 6:52 a.m.
Created at: April 9, 2026, 9:04 p.m.