Triple

T8935004
Position Surface form Disambiguated ID Type / Status
Subject Doyle E212753 entity
Predicate hasNotableBearer P458 FINISHED
Object Martin Doyle (journalist)
Martin Doyle is an Irish journalist and editor best known for his work with The Irish Times, particularly in arts and books coverage.
 E767743 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: Martin Doyle (journalist) | Statement: [Doyle, hasNotableBearer, Martin Doyle (journalist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Doyle (journalist)
Context triple: [Doyle, hasNotableBearer, Martin Doyle (journalist)]
  • A. Alexander Doyle
    Alexander Doyle was a 19th-century American sculptor known for creating prominent public monuments and statues across the United States.
  • B. Kenyon Cox
    Kenyon Cox was an American painter, muralist, and art critic of the late 19th and early 20th centuries, known for his classical style and influential public murals.
  • C. Laird Doyle
    Laird Doyle was an American screenwriter active in early Hollywood, known for adapting literary works for the screen.
  • D. Patrick Breen
    Patrick Breen was an Irish-American pioneer best known for keeping a detailed diary as a member of the ill-fated Donner Party during its entrapment in the Sierra Nevada in the winter of 1846–1847.
  • E. 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."
  • 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: Martin Doyle (journalist)
Triple: [Doyle, hasNotableBearer, Martin Doyle (journalist)]
Generated description
Martin Doyle is an Irish journalist and editor best known for his work with The Irish Times, particularly in arts and books coverage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Doyle (journalist)
Target entity description: Martin Doyle is an Irish journalist and editor best known for his work with The Irish Times, particularly in arts and books coverage.
  • A. Alexander Doyle
    Alexander Doyle was a 19th-century American sculptor known for creating prominent public monuments and statues across the United States.
  • B. Kenyon Cox
    Kenyon Cox was an American painter, muralist, and art critic of the late 19th and early 20th centuries, known for his classical style and influential public murals.
  • C. Laird Doyle
    Laird Doyle was an American screenwriter active in early Hollywood, known for adapting literary works for the screen.
  • D. Patrick Breen
    Patrick Breen was an Irish-American pioneer best known for keeping a detailed diary as a member of the ill-fated Donner Party during its entrapment in the Sierra Nevada in the winter of 1846–1847.
  • E. 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."
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc669138b48190a6bb4968f029a69e completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1ddac548190bf520321dd35de1c completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc26e039881909f623ba5b1b7f7e1 completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc350afc08190a17c61041d6d8193 completed April 3, 2026, 1:40 p.m.
Created at: March 30, 2026, 6:58 p.m.