Triple

T20101425
Position Surface form Disambiguated ID Type / Status
Subject Pat Kavanagh E496550 entity
Predicate employer P7 FINISHED
Object Peters Fraser and Dunlop
Peters Fraser and Dunlop is a prominent London-based literary and talent agency representing a wide range of authors and creatives.
E1411701 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: Peters Fraser and Dunlop | Statement: [Pat Kavanagh, employer, Peters Fraser and Dunlop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peters Fraser and Dunlop
Context triple: [Pat Kavanagh, employer, Peters Fraser and Dunlop]
  • A. S. H. Benson Ltd
    S. H. Benson Ltd was a prominent British advertising agency active in the early 20th century, known for pioneering modern advertising techniques.
  • B. Rupert Hart-Davis Ltd
    Rupert Hart-Davis Ltd was a British publishing house noted for its high-quality literary titles and influential role in mid-20th-century UK publishing.
  • C. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • D. C. Arthur Pearson Ltd
    C. Arthur Pearson Ltd was a British publishing company founded by Sir C. Arthur Pearson, best known for producing popular periodicals, magazines, and newspapers in the late 19th and early 20th centuries.
  • E. Harrison & Parker
    Harrison & Parker is a prestigious law firm featured in the television series "Drop Dead Diva," known as the workplace of attorney Jane Bingum.
  • 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: Peters Fraser and Dunlop
Triple: [Pat Kavanagh, employer, Peters Fraser and Dunlop]
Generated description
Peters Fraser and Dunlop is a prominent London-based literary and talent agency representing a wide range of authors and creatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peters Fraser and Dunlop
Target entity description: Peters Fraser and Dunlop is a prominent London-based literary and talent agency representing a wide range of authors and creatives.
  • A. S. H. Benson Ltd
    S. H. Benson Ltd was a prominent British advertising agency active in the early 20th century, known for pioneering modern advertising techniques.
  • B. Rupert Hart-Davis Ltd
    Rupert Hart-Davis Ltd was a British publishing house noted for its high-quality literary titles and influential role in mid-20th-century UK publishing.
  • C. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • D. C. Arthur Pearson Ltd
    C. Arthur Pearson Ltd was a British publishing company founded by Sir C. Arthur Pearson, best known for producing popular periodicals, magazines, and newspapers in the late 19th and early 20th centuries.
  • E. Harrison & Parker
    Harrison & Parker is a prestigious law firm featured in the television series "Drop Dead Diva," known as the workplace of attorney Jane Bingum.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6666ff4008190ae1eec907c89bd3b completed April 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0827109f0081909747fb28dc439f77 completed May 16, 2026, 8:13 a.m.
NEDg Description generation batch_6a0829a3a35881909505c9927563e646 completed May 16, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_6a082a26bff48190ab78612dfebc99d9 completed May 16, 2026, 8:26 a.m.
Created at: April 11, 2026, 11:27 p.m.