Triple

T4967305
Position Surface form Disambiguated ID Type / Status
Subject Aberdeen Grammar School E111558 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Richard Lochhead
Richard Lochhead is a Scottish National Party politician who has served as a Member of the Scottish Parliament and held several ministerial roles in the Scottish Government.
E484450 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: Richard Lochhead | Statement: [Aberdeen Grammar School, hasNotableAlumnus, Richard Lochhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Lochhead
Context triple: [Aberdeen Grammar School, hasNotableAlumnus, Richard Lochhead]
  • A. Ken MacLeod
    Ken MacLeod is a Scottish science fiction author known for his politically charged, idea-driven novels that explore socialism, libertarianism, and future societies.
  • B. Alasdair Roberts
    Alasdair Roberts is a Scottish folk musician and singer-songwriter known for his intricate guitar work, traditional balladry, and releases on independent labels such as Drag City.
  • C. Alan Stewart
    Alan Stewart is a cinematographer known for his work on major feature films, including collaborations with director Guy Ritchie.
  • D. David Laing
    David Laing was a 19th-century English clergyman and educational reformer best known for establishing Queen’s College, London, one of the first institutions to offer higher education to women in the UK.
  • E. Robert Duncan
    Robert Duncan was an influential American poet associated with the mid-20th-century San Francisco Renaissance, known for his innovative, myth-infused verse and central role in postwar experimental poetry.
  • 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: Richard Lochhead
Triple: [Aberdeen Grammar School, hasNotableAlumnus, Richard Lochhead]
Generated description
Richard Lochhead is a Scottish National Party politician who has served as a Member of the Scottish Parliament and held several ministerial roles in the Scottish Government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Lochhead
Target entity description: Richard Lochhead is a Scottish National Party politician who has served as a Member of the Scottish Parliament and held several ministerial roles in the Scottish Government.
  • A. Ken MacLeod
    Ken MacLeod is a Scottish science fiction author known for his politically charged, idea-driven novels that explore socialism, libertarianism, and future societies.
  • B. Alasdair Roberts
    Alasdair Roberts is a Scottish folk musician and singer-songwriter known for his intricate guitar work, traditional balladry, and releases on independent labels such as Drag City.
  • C. Alan Stewart
    Alan Stewart is a cinematographer known for his work on major feature films, including collaborations with director Guy Ritchie.
  • D. David Laing
    David Laing was a 19th-century English clergyman and educational reformer best known for establishing Queen’s College, London, one of the first institutions to offer higher education to women in the UK.
  • E. Robert Duncan
    Robert Duncan was an influential American poet associated with the mid-20th-century San Francisco Renaissance, known for his innovative, myth-infused verse and central role in postwar experimental poetry.
  • 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_69be89fddbb8819084c8c21ee0ce845e completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8add3f148190a7ebe6df3a562b04 completed March 21, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69be8b57411c819082fe711485fe2821 completed March 21, 2026, 12:13 p.m.
Created at: March 20, 2026, 1:32 p.m.