Triple

T4967269
Position Surface form Disambiguated ID Type / Status
Subject Aberdeen Grammar School E111558 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Stuart MacBride
Stuart MacBride is a Scottish crime novelist best known for his gritty Logan McRae series set in Aberdeen.
E482847 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: Stuart MacBride | Statement: [Aberdeen Grammar School, hasNotableAlumnus, Stuart MacBride]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuart MacBride
Context triple: [Aberdeen Grammar School, hasNotableAlumnus, Stuart MacBride]
  • A. Val McDermid
    Val McDermid is a Scottish crime writer renowned for her psychological thrillers and influential contributions to contemporary crime fiction.
  • B. Ian Rankin
    Ian Rankin is a Scottish crime writer best known for his Inspector Rebus novels set in Edinburgh.
  • C. Peter May
    Peter May is a Scottish crime novelist best known for his Lewis Trilogy and other atmospheric mystery series set in Scotland and France.
  • D. Iain Reid
    Iain Reid is a Canadian author best known for his psychologically suspenseful novels such as "I'm Thinking of Ending Things" and "Foe."
  • E. Philip Kerr
    Philip Kerr was a British author best known for his Bernie Gunther series of historical crime novels set in Nazi and post-war Germany.
  • 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: Stuart MacBride
Triple: [Aberdeen Grammar School, hasNotableAlumnus, Stuart MacBride]
Generated description
Stuart MacBride is a Scottish crime novelist best known for his gritty Logan McRae series set in Aberdeen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuart MacBride
Target entity description: Stuart MacBride is a Scottish crime novelist best known for his gritty Logan McRae series set in Aberdeen.
  • A. Val McDermid
    Val McDermid is a Scottish crime writer renowned for her psychological thrillers and influential contributions to contemporary crime fiction.
  • B. Ian Rankin
    Ian Rankin is a Scottish crime writer best known for his Inspector Rebus novels set in Edinburgh.
  • C. Peter May
    Peter May is a Scottish crime novelist best known for his Lewis Trilogy and other atmospheric mystery series set in Scotland and France.
  • D. Iain Reid
    Iain Reid is a Canadian author best known for his psychologically suspenseful novels such as "I'm Thinking of Ending Things" and "Foe."
  • E. Philip Kerr
    Philip Kerr was a British author best known for his Bernie Gunther series of historical crime novels set in Nazi and post-war Germany.
  • 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_69bd4419393c819086319a6fe4bf8542 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71f8f550819099235511ca271e2d completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81f43b60819091134778c6379893 completed March 21, 2026, 11:33 a.m.
NEDg Description generation batch_69be82c740988190b1fc8af6bafba375 completed March 21, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69be83cb23488190af7098f9d7af167f completed March 21, 2026, 11:40 a.m.
Created at: March 20, 2026, 1:32 p.m.