Triple

T8355424
Position Surface form Disambiguated ID Type / Status
Subject Irish Australians E196669 entity
Predicate notablePoliticalFigure P304 FINISHED
Object Ben Chifley
Ben Chifley was an influential Australian Labor Party leader and Prime Minister (1945–1949) known for his postwar reconstruction policies and expansion of the welfare state.
E729378 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: Ben Chifley | Statement: [Irish Australians, notablePoliticalFigure, Ben Chifley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ben Chifley
Context triple: [Irish Australians, notablePoliticalFigure, Ben Chifley]
  • A. William Hughes
    William Hughes is a member of the Hughes family, known primarily in relation to poet Ted Hughes and his descendants.
  • B. Arthur Deakin
    Arthur Deakin was a prominent British trade union leader who played a key role in shaping mid-20th-century labor relations in the United Kingdom.
  • C. John Eager Howard
    John Eager Howard was an American Revolutionary War officer, politician, and Governor of Maryland renowned for his military leadership and public service in the late 18th and early 19th centuries.
  • D. John Curtin
    John Curtin was an Australian statesman who served as Prime Minister during most of World War II and is widely regarded for his leadership in guiding Australia through the crisis.
  • E. H. V. Evatt
    H. V. Evatt was an Australian politician, jurist, and diplomat who served as President of the United Nations General Assembly and as leader of the Australian Labor Party.
  • 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: Ben Chifley
Triple: [Irish Australians, notablePoliticalFigure, Ben Chifley]
Generated description
Ben Chifley was an influential Australian Labor Party leader and Prime Minister (1945–1949) known for his postwar reconstruction policies and expansion of the welfare state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ben Chifley
Target entity description: Ben Chifley was an influential Australian Labor Party leader and Prime Minister (1945–1949) known for his postwar reconstruction policies and expansion of the welfare state.
  • A. William Hughes
    William Hughes is a member of the Hughes family, known primarily in relation to poet Ted Hughes and his descendants.
  • B. Arthur Deakin
    Arthur Deakin was a prominent British trade union leader who played a key role in shaping mid-20th-century labor relations in the United Kingdom.
  • C. John Eager Howard
    John Eager Howard was an American Revolutionary War officer, politician, and Governor of Maryland renowned for his military leadership and public service in the late 18th and early 19th centuries.
  • D. John Curtin
    John Curtin was an Australian statesman who served as Prime Minister during most of World War II and is widely regarded for his leadership in guiding Australia through the crisis.
  • E. H. V. Evatt
    H. V. Evatt was an Australian politician, jurist, and diplomat who served as President of the United Nations General Assembly and as leader of the Australian Labor Party.
  • 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_69ca82f08b348190bfb7881944bbff6f completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8048edb88190a1980ad74818b898 completed March 31, 2026, 8:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde7bd74fc8190abdb2813d51d79f8 completed April 2, 2026, 3:51 a.m.
NEDg Description generation batch_69cdeb2209908190a9c2b7258295561e completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec53410c8190b4c5e412922801dd completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:59 p.m.