Triple

T11701054
Position Surface form Disambiguated ID Type / Status
Subject Royal Aeronautical Society E278123 entity
Predicate founder P104 FINISHED
Object John Browning
John Browning was an aviation pioneer best known for helping establish the Royal Aeronautical Society, one of the world’s oldest institutions dedicated to the advancement of aeronautics.
E941668 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 Browning | Statement: [Royal Aeronautical Society, founder, John Browning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Browning
Context triple: [Royal Aeronautical Society, founder, John Browning]
  • A. John Browning
    John Browning was a pioneering American firearms designer whose innovations, including several iconic pistols, rifles, and machine guns, profoundly shaped modern small arms.
  • B. Eugene Stoner
    Eugene Stoner was an American firearms designer best known as the principal creator of the AR-15 platform that led to the widely used M16 rifle.
  • C. Russell Griswold Colt
    Russell Griswold Colt was an American businessman and socialite from a prominent family, best known for his marriage to famed stage and film actress Ethel Barrymore.
  • D. John Garand
    John Garand was a Canadian-American firearms designer best known for creating the semi-automatic M1 Garand rifle used extensively by U.S. forces during World War II and the Korean War.
  • E. Harry Colt
    Harry Colt was a pioneering English golf course architect renowned for designing and shaping many of the world’s most celebrated classic courses in the early 20th century.
  • 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 Browning
Triple: [Royal Aeronautical Society, founder, John Browning]
Generated description
John Browning was an aviation pioneer best known for helping establish the Royal Aeronautical Society, one of the world’s oldest institutions dedicated to the advancement of aeronautics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Browning
Target entity description: John Browning was an aviation pioneer best known for helping establish the Royal Aeronautical Society, one of the world’s oldest institutions dedicated to the advancement of aeronautics.
  • A. John Browning
    John Browning was a pioneering American firearms designer whose innovations, including several iconic pistols, rifles, and machine guns, profoundly shaped modern small arms.
  • B. Eugene Stoner
    Eugene Stoner was an American firearms designer best known as the principal creator of the AR-15 platform that led to the widely used M16 rifle.
  • C. Russell Griswold Colt
    Russell Griswold Colt was an American businessman and socialite from a prominent family, best known for his marriage to famed stage and film actress Ethel Barrymore.
  • D. John Garand
    John Garand was a Canadian-American firearms designer best known for creating the semi-automatic M1 Garand rifle used extensively by U.S. forces during World War II and the Korean War.
  • E. Harry Colt
    Harry Colt was a pioneering English golf course architect renowned for designing and shaping many of the world’s most celebrated classic courses in the early 20th century.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a49a025881909377c81d3debf465 completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef834244308190b435e49371d6a6e1 completed April 27, 2026, 3:39 p.m.
NEDg Description generation batch_69ef9b673120819097b542bb9a8f8bdb completed April 27, 2026, 5:22 p.m.
NED2 Entity disambiguation (via description) batch_69efd683366881909dd9621e7c57d0be completed April 27, 2026, 9:34 p.m.
Created at: April 8, 2026, 9:40 p.m.