Triple

T5313611
Position Surface form Disambiguated ID Type / Status
Subject Stagecoach Group E119091 entity
Predicate foundedBy P104 FINISHED
Object Ann Gloag
Ann Gloag is a Scottish businesswoman and philanthropist best known as a co-founder of the transport company Stagecoach Group.
E518211 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: Ann Gloag | Statement: [Stagecoach Group, foundedBy, Ann Gloag]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ann Gloag
Context triple: [Stagecoach Group, foundedBy, Ann Gloag]
  • A. Alison Telfer
    Alison Telfer is a British academic and editor best known as the longtime partner and former wife of Monty Python member Terry Jones.
  • B. Liz Muir
    Liz Muir is a notable individual associated with the surname Muir, recognized as a distinguished bearer of that name.
  • C. Lorna Crozier
    Lorna Crozier is an acclaimed Canadian poet and educator known for her lyrical explorations of memory, landscape, and the human condition.
  • D. Lesley Paterson
    Lesley Paterson is a Scottish screenwriter, producer, and former triathlete best known for co-writing the Oscar-winning 2022 adaptation of "All Quiet on the Western Front."
  • E. Moira Davidson
    Moira Davidson is a central character in Nevil Shute’s post-apocalyptic novel "On the Beach," known for her poignant transformation from a carefree socialite to a woman confronting the end of the world with courage and emotional depth.
  • 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: Ann Gloag
Triple: [Stagecoach Group, foundedBy, Ann Gloag]
Generated description
Ann Gloag is a Scottish businesswoman and philanthropist best known as a co-founder of the transport company Stagecoach Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ann Gloag
Target entity description: Ann Gloag is a Scottish businesswoman and philanthropist best known as a co-founder of the transport company Stagecoach Group.
  • A. Alison Telfer
    Alison Telfer is a British academic and editor best known as the longtime partner and former wife of Monty Python member Terry Jones.
  • B. Liz Muir
    Liz Muir is a notable individual associated with the surname Muir, recognized as a distinguished bearer of that name.
  • C. Lorna Crozier
    Lorna Crozier is an acclaimed Canadian poet and educator known for her lyrical explorations of memory, landscape, and the human condition.
  • D. Lesley Paterson
    Lesley Paterson is a Scottish screenwriter, producer, and former triathlete best known for co-writing the Oscar-winning 2022 adaptation of "All Quiet on the Western Front."
  • E. Moira Davidson
    Moira Davidson is a central character in Nevil Shute’s post-apocalyptic novel "On the Beach," known for her poignant transformation from a carefree socialite to a woman confronting the end of the world with courage and emotional depth.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8536c06c81908ef8ba8c39b4fa30 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3a8c43988190814e3b2cca509f15 completed March 22, 2026, 12:40 a.m.
NEDg Description generation batch_69bf3b3a651c81908dc3a4ca76e0699d completed March 22, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf3b9a2f78819093ab11fddaed71c3 completed March 22, 2026, 12:45 a.m.
Created at: March 20, 2026, 1:54 p.m.