Triple

T8475521
Position Surface form Disambiguated ID Type / Status
Subject Bert Hinkler E200380 entity
Predicate spouse P13 FINISHED
Object 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.
 E735497 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: Nance Hinkler | Statement: [Bert Hinkler, spouse, Nance Hinkler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nance Hinkler
Context triple: [Bert Hinkler, spouse, Nance Hinkler]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Katharine Wright
    Katharine Wright was the influential sister and business manager of aviation pioneers Orville and Wilbur Wright, known for her crucial role in supporting and promoting their work.
  • 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: Nance Hinkler
Triple: [Bert Hinkler, spouse, Nance Hinkler]
Generated description
Nance Hinkler was the wife of pioneering Australian aviator Bert Hinkler and a figure associated with his life and legacy in early aviation history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nance Hinkler
Target entity description: Nance Hinkler was the wife of pioneering Australian aviator Bert Hinkler and a figure associated with his life and legacy in early aviation history.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Katharine Wright
    Katharine Wright was the influential sister and business manager of aviation pioneers Orville and Wilbur Wright, known for her crucial role in supporting and promoting their work.
  • 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

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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f89e0081909e74beb7c8f55653 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a0f5e088190b70b2c7437884b3b completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3b1f6f7c8190927b5e2684ae207b completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3b9d38e081909be10cb209b15427 completed April 2, 2026, 9:49 a.m.
Created at: March 30, 2026, 6:12 p.m.