Triple

T16753663
Position Surface form Disambiguated ID Type / Status
Subject John McGeoch E407152 entity
Predicate familyName P18 FINISHED
Object McGeoch
McGeoch is a Scottish surname most notably associated with John McGeoch, the influential post-punk guitarist known for his work with bands like Magazine, Siouxsie and the Banshees, and Public Image Ltd.
 E1231824 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: McGeoch | Statement: [John McGeoch, familyName, McGeoch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McGeoch
Context triple: [John McGeoch, familyName, McGeoch]
  • A. Strachan
    Strachan is a Scottish surname of Gaelic origin associated with various notable individuals and a historic clan from the Aberdeenshire region of Scotland.
  • B. McAvennie
    McAvennie is the surname of Frank McAvennie, a former Scottish professional footballer best known for his prolific goal-scoring spells with St Mirren, West Ham United, and Celtic in the 1980s.
  • C. McClarnon
    McClarnon is a surname most notably associated with American actor Zahn McClarnon, known for his roles in television series such as "Longmire" and "Reservation Dogs."
  • D. McGinley
    McGinley is the surname of American actor John C. McGinley, known for his roles in films like "Platoon" and the TV series "Scrubs."
  • E. McGegan
    McGegan is the surname of Nicholas McGegan, a renowned British conductor and early music specialist known for his interpretations of Baroque and Classical repertoire.
  • 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: McGeoch
Triple: [John McGeoch, familyName, McGeoch]
Generated description
McGeoch is a Scottish surname most notably associated with John McGeoch, the influential post-punk guitarist known for his work with bands like Magazine, Siouxsie and the Banshees, and Public Image Ltd.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McGeoch
Target entity description: McGeoch is a Scottish surname most notably associated with John McGeoch, the influential post-punk guitarist known for his work with bands like Magazine, Siouxsie and the Banshees, and Public Image Ltd.
  • A. Strachan
    Strachan is a Scottish surname of Gaelic origin associated with various notable individuals and a historic clan from the Aberdeenshire region of Scotland.
  • B. McAvennie
    McAvennie is the surname of Frank McAvennie, a former Scottish professional footballer best known for his prolific goal-scoring spells with St Mirren, West Ham United, and Celtic in the 1980s.
  • C. McClarnon
    McClarnon is a surname most notably associated with American actor Zahn McClarnon, known for his roles in television series such as "Longmire" and "Reservation Dogs."
  • D. McGinley
    McGinley is the surname of American actor John C. McGinley, known for his roles in films like "Platoon" and the TV series "Scrubs."
  • E. McGegan
    McGegan is the surname of Nicholas McGegan, a renowned British conductor and early music specialist known for his interpretations of Baroque and Classical repertoire.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa28fd3c8190972e2e69ea7dece0 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a525e57881908e9e9453e6d6eb73 completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.