Triple

T12507455
Position Surface form Disambiguated ID Type / Status
Subject Air Transport Auxiliary E298987 entity
Predicate employedNotableMember P89211 FINISHED
Object Amy Johnson
Amy Johnson was a pioneering British aviator famed for her record-breaking solo flights in the 1930s and for her service as a pilot during World War II.
E986804 NE FINISHED

How this triple was built (5 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: Amy Johnson | Statement: [Air Transport Auxiliary, employedNotableMember, Amy Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Johnson
Context triple: [Air Transport Auxiliary, employedNotableMember, Amy Johnson]
  • A. Nance Hinkler
    Nance Hinkler was the wife of pioneering Australian aviator Bert Hinkler and a figure associated with his life and legacy in early aviation history.
  • B. Ruth Nichols
    Ruth Nichols was a pioneering American aviator of the early 20th century who set multiple world records in speed, altitude, and distance for women pilots.
  • C. Jacqueline Cochran
    Jacqueline Cochran was a pioneering American aviator and record-setting test pilot who became one of the most prominent female figures in early aviation history.
  • D. Amelia Earhart
    Amelia Earhart was a pioneering American aviator and author who became the first woman to fly solo across the Atlantic Ocean and disappeared mysteriously during an attempted around-the-world flight in 1937.
  • E. Jean Batten
    Jean Batten was a pioneering New Zealand aviator famed for her record-breaking solo long-distance flights in the 1930s.
  • 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: Amy Johnson
Triple: [Air Transport Auxiliary, employedNotableMember, Amy Johnson]
Generated description
Amy Johnson was a pioneering British aviator famed for her record-breaking solo flights in the 1930s and for her service as a pilot during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Johnson
Target entity description: Amy Johnson was a pioneering British aviator famed for her record-breaking solo flights in the 1930s and for her service as a pilot during World War II.
  • A. Nance Hinkler
    Nance Hinkler was the wife of pioneering Australian aviator Bert Hinkler and a figure associated with his life and legacy in early aviation history.
  • B. Ruth Nichols
    Ruth Nichols was a pioneering American aviator of the early 20th century who set multiple world records in speed, altitude, and distance for women pilots.
  • C. Jacqueline Cochran
    Jacqueline Cochran was a pioneering American aviator and record-setting test pilot who became one of the most prominent female figures in early aviation history.
  • D. Amelia Earhart
    Amelia Earhart was a pioneering American aviator and author who became the first woman to fly solo across the Atlantic Ocean and disappeared mysteriously during an attempted around-the-world flight in 1937.
  • E. Jean Batten
    Jean Batten was a pioneering New Zealand aviator famed for her record-breaking solo long-distance flights in the 1930s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: employedNotableMember
Context triple: [Air Transport Auxiliary, employedNotableMember, Amy Johnson]
  • A. notablePersonnel
    Indicates that the subject has associated individuals who are particularly important, distinguished, or prominent in relation to it.
  • B. holderNotableFor
    Indicates that a holder (such as a person or organization) is particularly known or recognized for a specific role, achievement, work, or characteristic.
  • C. notableOccupationContext
    Indicates that the referenced occupation is notable or significant specifically within the given contextual framework or domain.
  • D. employerOfNotablePerson chosen
    Indicates that an entity serves or has served as the employer of a person who is considered notable.
  • E. hasNotablePeople
    Indicates that certain people associated with an entity are distinguished or noteworthy in some recognized way.
  • F. None of above.

Provenance (6 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954b867dc8190af8a70f797e4d133 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb778e081909bab2ef87226c6a0 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce1b0ec8190bcbd245255e548b5 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
PD Predicate disambiguation batch_69d954096af88190b6be81b008c82139 completed April 10, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:57 p.m.