Triple

T2337239
Position Surface form Disambiguated ID Type / Status
Subject Glasgow School of Art E44338 entity
Predicate hasNotableAlumni P51 FINISHED
Object Liz Lochhead
Liz Lochhead is a prominent Scottish poet, playwright, and former Scots Makar known for her influential contributions to contemporary Scottish literature and theatre.
E258690 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: Liz Lochhead | Statement: [Glasgow School of Art, hasNotableAlumni, Liz Lochhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liz Lochhead
Context triple: [Glasgow School of Art, hasNotableAlumni, Liz Lochhead]
  • A. Noma Bar
    Noma Bar is an Israeli graphic designer and illustrator renowned for his minimalist, concept-driven illustrations that cleverly use negative space to create multiple layered meanings.
  • B. Kate Harwood
    Kate Harwood is a British television producer and executive known for her work on high-profile drama series, including the acclaimed crime drama "Luther."
  • C. Alison Owen
    Alison Owen is a British film producer known for acclaimed works such as "Elizabeth," "Shaun of the Dead," and "Saving Mr. Banks."
  • D. Prunella Gee
    Prunella Gee is a British actress known for her film, television, and stage work, particularly in British productions of the 1970s and 1980s.
  • E. William Callaghan
    William Callaghan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the Callaghan surname.
  • 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: Liz Lochhead
Triple: [Glasgow School of Art, hasNotableAlumni, Liz Lochhead]
Generated description
Liz Lochhead is a prominent Scottish poet, playwright, and former Scots Makar known for her influential contributions to contemporary Scottish literature and theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liz Lochhead
Target entity description: Liz Lochhead is a prominent Scottish poet, playwright, and former Scots Makar known for her influential contributions to contemporary Scottish literature and theatre.
  • A. Noma Bar
    Noma Bar is an Israeli graphic designer and illustrator renowned for his minimalist, concept-driven illustrations that cleverly use negative space to create multiple layered meanings.
  • B. Kate Harwood
    Kate Harwood is a British television producer and executive known for her work on high-profile drama series, including the acclaimed crime drama "Luther."
  • C. Alison Owen
    Alison Owen is a British film producer known for acclaimed works such as "Elizabeth," "Shaun of the Dead," and "Saving Mr. Banks."
  • D. Prunella Gee
    Prunella Gee is a British actress known for her film, television, and stage work, particularly in British productions of the 1970s and 1980s.
  • E. William Callaghan
    William Callaghan is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the Callaghan surname.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc68ac4348190ab6ec46ec7879643 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae961adfdc8190bf79d479d8207599 completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae97406c588190855ecb6c9ed00bc9 completed March 9, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ae97c82e8c8190a613444ea4ffb5a0 completed March 9, 2026, 9:50 a.m.
Created at: March 4, 2026, 7:51 p.m.