Triple

T216106
Position Surface form Disambiguated ID Type / Status
Subject Last Chance to See E4108 entity
Predicate publisher P29 FINISHED
Object William Heinemann
William Heinemann is a British publishing house, founded in the late 19th century, known for issuing works by prominent literary and non-fiction authors.
 E30603 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: William Heinemann | Statement: [Last Chance to See, publisher, William Heinemann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William Heinemann
Context triple: [Last Chance to See, publisher, William Heinemann]
  • A. George Allen & Unwin
    George Allen & Unwin was a prominent British publishing house known for releasing influential works in philosophy, literature, and academic scholarship, including major titles by authors such as Bertrand Russell and J.R.R. Tolkien.
  • B. 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.
  • C. Smith, Elder & Co.
    Smith, Elder & Co. was a prominent 19th-century British publishing house known for issuing major literary works and reference titles, including the Dictionary of National Biography.
  • D. Faber and Faber
    Faber and Faber is a renowned independent British publishing house known for its influential catalog of literary fiction, poetry, and drama.
  • E. Hodder & Stoughton
    Hodder & Stoughton is a major British publishing house known for producing a wide range of fiction, non-fiction, and religious titles.
  • 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: William Heinemann
Triple: [Last Chance to See, publisher, William Heinemann]
Generated description
William Heinemann is a British publishing house, founded in the late 19th century, known for issuing works by prominent literary and non-fiction authors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William Heinemann
Target entity description: William Heinemann is a British publishing house, founded in the late 19th century, known for issuing works by prominent literary and non-fiction authors.
  • A. George Allen & Unwin
    George Allen & Unwin was a prominent British publishing house known for releasing influential works in philosophy, literature, and academic scholarship, including major titles by authors such as Bertrand Russell and J.R.R. Tolkien.
  • B. 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.
  • C. Smith, Elder & Co.
    Smith, Elder & Co. was a prominent 19th-century British publishing house known for issuing major literary works and reference titles, including the Dictionary of National Biography.
  • D. Faber and Faber
    Faber and Faber is a renowned independent British publishing house known for its influential catalog of literary fiction, poetry, and drama.
  • E. Hodder & Stoughton
    Hodder & Stoughton is a major British publishing house known for producing a wide range of fiction, non-fiction, and religious titles.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c4edfa081909fe97c86c3c7801d completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36730f0a88190aac3d2e796ee544f completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a3678a8c988190895796b2e3de3021 completed Feb. 28, 2026, 10:09 p.m.
NED2 Entity disambiguation (via description) batch_69a3687171208190b470610bf2a2268e completed Feb. 28, 2026, 10:13 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.