Triple

T3886226
Position Surface form Disambiguated ID Type / Status
Subject John Julius Norwich E92947 entity
Predicate birthName P65 FINISHED
Object John Julius Cooper
John Julius Cooper, better known as John Julius Norwich, was a British historian, travel writer, and television presenter renowned for his works on the history of Venice, Byzantium, and the Mediterranean.
 E395678 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 Julius Cooper | Statement: [John Julius Norwich, birthName, John Julius Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Julius Cooper
Context triple: [John Julius Norwich, birthName, John Julius Cooper]
  • A. Arthur Sheekman
    Arthur Sheekman was an American screenwriter and humorist best known for his work on Marx Brothers films and other Hollywood comedies during the 1930s and 1940s.
  • B. Otis Harlan
    Otis Harlan was an American actor and comedian best known for his early film and stage work during the silent and early sound eras.
  • C. Henry Aldrich
    Henry Aldrich was a 17th-century English theologian, philosopher, and architect best known for his influential role at Christ Church, Oxford and his contributions to Baroque architecture there.
  • D. George Cooper
    George Cooper was an American character actor active in the silent and early sound film era, known for his supporting roles in numerous 1920s motion pictures.
  • E. George Cooper
    George Cooper is the fictional husband character in the classic radio and television sitcom "My Favorite Husband," known for his humorous domestic adventures with his wife Liz.
  • 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 Julius Cooper
Triple: [John Julius Norwich, birthName, John Julius Cooper]
Generated description
John Julius Cooper, better known as John Julius Norwich, was a British historian, travel writer, and television presenter renowned for his works on the history of Venice, Byzantium, and the Mediterranean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Julius Cooper
Target entity description: John Julius Cooper, better known as John Julius Norwich, was a British historian, travel writer, and television presenter renowned for his works on the history of Venice, Byzantium, and the Mediterranean.
  • A. Arthur Sheekman
    Arthur Sheekman was an American screenwriter and humorist best known for his work on Marx Brothers films and other Hollywood comedies during the 1930s and 1940s.
  • B. Otis Harlan
    Otis Harlan was an American actor and comedian best known for his early film and stage work during the silent and early sound eras.
  • C. Henry Aldrich
    Henry Aldrich was a 17th-century English theologian, philosopher, and architect best known for his influential role at Christ Church, Oxford and his contributions to Baroque architecture there.
  • D. George Cooper
    George Cooper is the fictional husband character in the classic radio and television sitcom "My Favorite Husband," known for his humorous domestic adventures with his wife Liz.
  • E. George Cooper
    George Cooper was an American character actor active in the silent and early sound film era, known for his supporting roles in numerous 1920s motion pictures.
  • 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeec942bfc8190a398fe370715a28b completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5125d0d208190a26ddd1bd4bca0d8 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b514fbe12881908359855dc67aa967 completed March 14, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69b51551156c8190aebed2e51740f14d completed March 14, 2026, 7:59 a.m.
Created at: March 9, 2026, 3:20 p.m.