Triple

T357689
Position Surface form Disambiguated ID Type / Status
Subject Arundhati Roy E7579 entity
Predicate publisherOfWork P1760 FINISHED
Object Hamish Hamilton
Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
 E45303 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: Hamish Hamilton | Statement: [Arundhati Roy, publisherOfWork, Hamish Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamish Hamilton
Context triple: [Arundhati Roy, publisherOfWork, Hamish Hamilton]
  • A. John Murray
    John Murray was a prominent 19th-century British publishing house known for issuing influential scientific and literary works, including Charles Darwin’s writings.
  • B. Campbell McInnes
    Campbell McInnes is a film producer best known for his work on the political drama "Chappaquiddick," which explores the 1969 incident involving Senator Ted Kennedy.
  • C. Peter Fleming
    Peter Fleming was a British travel writer, journalist, and adventurer, best known for his travel books and for his work as a wartime intelligence officer.
  • D. Charles Foster
    Charles Foster is one of the children of acclaimed American actress and filmmaker Jodie Foster.
  • E. Ernest Merritt
    Ernest Merritt was an American physicist and academic who co-founded the influential scientific journal Physical Review and helped shape early 20th-century physics research in the United States.
  • 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: Hamish Hamilton
Triple: [Arundhati Roy, publisherOfWork, Hamish Hamilton]
Generated description
Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamish Hamilton
Target entity description: Hamish Hamilton is a renowned British publishing imprint known for literary fiction and non-fiction by prominent international authors.
  • A. John Murray
    John Murray was a prominent 19th-century British publishing house known for issuing influential scientific and literary works, including Charles Darwin’s writings.
  • B. Campbell McInnes
    Campbell McInnes is a film producer best known for his work on the political drama "Chappaquiddick," which explores the 1969 incident involving Senator Ted Kennedy.
  • C. Peter Fleming
    Peter Fleming was a British travel writer, journalist, and adventurer, best known for his travel books and for his work as a wartime intelligence officer.
  • D. Charles Foster
    Charles Foster is one of the children of acclaimed American actress and filmmaker Jodie Foster.
  • E. Ernest Merritt
    Ernest Merritt was an American physicist and academic who co-founded the influential scientific journal Physical Review and helped shape early 20th-century physics research in the United States.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee29ede0819095279af95b53e350 completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e019211c819087edeb99431061fa completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1092bc48190bd2d4b59d30b8c64 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e2183bec8190b1d93a02ec8a0ab8 completed March 1, 2026, 6:52 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.