Triple

T15664724
Position Surface form Disambiguated ID Type / Status
Subject John Cornford E377157 entity
Predicate familyName P18 FINISHED
Object Cornford
Cornford is an English surname most notably associated with John Cornford, a British poet and communist who was killed in the Spanish Civil War.
 E1169876 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: Cornford | Statement: [John Cornford, familyName, Cornford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cornford
Context triple: [John Cornford, familyName, Cornford]
  • A. Cosford
    Cosford is a village in Shropshire, England, best known for its close association with RAF Cosford and the Royal Air Force Museum Cosford.
  • B. Kentford
    Kentford is a small village and civil parish in West Suffolk, England, situated near the border with Cambridgeshire.
  • C. Crossford
    Crossford is a small village situated in Scotland’s Clyde Valley, known for its rural character and surrounding agricultural landscape.
  • D. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • E. Southwold
    Southwold is a small seaside town and popular tourist resort on the North Sea coast of Suffolk, England, known for its pier, beach huts, and historic lighthouse.
  • 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: Cornford
Triple: [John Cornford, familyName, Cornford]
Generated description
Cornford is an English surname most notably associated with John Cornford, a British poet and communist who was killed in the Spanish Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cornford
Target entity description: Cornford is an English surname most notably associated with John Cornford, a British poet and communist who was killed in the Spanish Civil War.
  • A. Cosford
    Cosford is a village in Shropshire, England, best known for its close association with RAF Cosford and the Royal Air Force Museum Cosford.
  • B. Kentford
    Kentford is a small village and civil parish in West Suffolk, England, situated near the border with Cambridgeshire.
  • C. Crossford
    Crossford is a small village situated in Scotland’s Clyde Valley, known for its rural character and surrounding agricultural landscape.
  • D. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • E. Southwold
    Southwold is a small seaside town and popular tourist resort on the North Sea coast of Suffolk, England, known for its pier, beach huts, and historic lighthouse.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f0f4df08190ad2c5d78e435d8eb completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679ff4648190a2f05d6445fa59df completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff68af38848190975e374b2c8c917b completed May 9, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff69660b6c819082dbdf06db1c8fe3 completed May 9, 2026, 5:05 p.m.
Created at: April 10, 2026, 4:16 a.m.