Triple

T19700609
Position Surface form Disambiguated ID Type / Status
Subject John Dutton Frost E473084 entity
Predicate givenName P17 FINISHED
Object John
John is the given name of John Dutton Frost, a British Army officer best known for leading the airborne assault on Arnhem bridge during Operation Market Garden in World War II.
E767293 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: John | Statement: [John Dutton Frost, givenName, John]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John
Context triple: [John Dutton Frost, givenName, John]
  • A. John
    John is the given name of the prominent American architect John Russell Pope, known for designing monumental buildings in Washington, D.C.
  • B. John
    John is the given name of John J. Pershing, the famed American general who led the American Expeditionary Forces in World War I.
  • C. John
    John is the given first name of Johnny Kilbane, an American featherweight boxing champion from the early 20th century.
  • D. John
    John is the given name of John Albert William Spencer-Churchill, a British aristocrat and 10th Duke of Marlborough.
  • E. John
    John is the given name of John George Graves, a notable British mail-order entrepreneur and philanthropist from Sheffield.
  • 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: John
Triple: [John Dutton Frost, givenName, John]
Generated description
John is the given name of John Dutton Frost, a British Army officer best known for leading the airborne assault on Arnhem bridge during Operation Market Garden in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John
Target entity description: John is the given name of John Dutton Frost, a British Army officer best known for leading the airborne assault on Arnhem bridge during Operation Market Garden in World War II.
  • A. John chosen
    John Frost was a British Army officer and paratrooper best known for leading the defense of Arnhem bridge during Operation Market Garden in World War II.
  • B. John
    John is the given name of Lord Gort, a British Army officer and World War II field marshal.
  • C. John
    John is the given name of John André, the British Army officer and spymaster during the American Revolutionary War who was executed for his role in Benedict Arnold’s treason.
  • D. John
    John is the given name of John J. Pershing, the famed American general who led the American Expeditionary Forces in World War I.
  • E. John
    John is the given name of Sir John Moore, the renowned British Army general noted for his leadership during the Napoleonic Wars.
  • F. None of above.

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_69d8e515bef88190bc30781aea50537a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e642b4e01081908f857f219d5d7a24 completed April 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ab8822888190aac9a3df93b6fa64 completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07ac20fb508190bcb9be8e46f9caa9 completed May 15, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_6a07ac8aa95c8190894b31ef9ebbf9ae completed May 15, 2026, 11:30 p.m.
Created at: April 10, 2026, 1:46 p.m.