Triple

T5323358
Position Surface form Disambiguated ID Type / Status
Subject David Lange E121727 entity
Predicate precededBy (as Prime Minister) P63494 FINISHED
Object Robert Muldoon
Robert Muldoon was a conservative New Zealand politician who served as the country’s Prime Minister from 1975 to 1984 and was known for his combative style and interventionist economic policies.
E516237 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: Robert Muldoon | Statement: [David Lange, precededBy (as Prime Minister), Robert Muldoon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Muldoon
Context triple: [David Lange, precededBy (as Prime Minister), Robert Muldoon]
  • A. Prime Minister David Lange
    Prime Minister David Lange was a New Zealand leader best known internationally for his strong advocacy of nuclear-free policies and his role in shaping the country’s independent foreign policy stance in the 1980s.
  • B. Norman Kirk
    Norman Kirk was a prominent New Zealand Labour Party politician who served as the country’s 29th Prime Minister from 1972 until his death in 1974.
  • C. Kenneth Baker
    Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
  • D. John Jeremy Thorpe
    John Jeremy Thorpe was a British Liberal Party politician who served as party leader in the 1970s and became widely known for his involvement in a major political scandal.
  • E. Paul Keating
    Paul Keating is a former Australian Prime Minister (1991–1996) known for his economic reforms, assertive leadership style, and efforts toward national reconciliation and republicanism.
  • 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: Robert Muldoon
Triple: [David Lange, precededBy (as Prime Minister), Robert Muldoon]
Generated description
Robert Muldoon was a conservative New Zealand politician who served as the country’s Prime Minister from 1975 to 1984 and was known for his combative style and interventionist economic policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Muldoon
Target entity description: Robert Muldoon was a conservative New Zealand politician who served as the country’s Prime Minister from 1975 to 1984 and was known for his combative style and interventionist economic policies.
  • A. Prime Minister David Lange
    Prime Minister David Lange was a New Zealand leader best known internationally for his strong advocacy of nuclear-free policies and his role in shaping the country’s independent foreign policy stance in the 1980s.
  • B. Norman Kirk
    Norman Kirk was a prominent New Zealand Labour Party politician who served as the country’s 29th Prime Minister from 1972 until his death in 1974.
  • C. Kenneth Baker
    Kenneth Baker is a British Conservative politician who served in several senior ministerial roles, including Home Secretary and Education Secretary, during the governments of Margaret Thatcher and John Major.
  • D. John Jeremy Thorpe
    John Jeremy Thorpe was a British Liberal Party politician who served as party leader in the 1970s and became widely known for his involvement in a major political scandal.
  • E. Paul Keating
    Paul Keating is a former Australian Prime Minister (1991–1996) known for his economic reforms, assertive leadership style, and efforts toward national reconciliation and republicanism.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: precededBy (as Prime Minister)
Context triple: [David Lange, precededBy (as Prime Minister), Robert Muldoon]
  • A. precededBy (as Taoiseach)
    Indicates that one individual previously held the office of Taoiseach immediately before another individual.
  • B. precededBy (as Minister of Finance)
    Indicates that one individual previously held the position of Minister of Finance before another individual.
  • C. precededByAsHomeSecretary
    Indicates that one individual previously held the position of Home Secretary before another individual.
  • D. succeededByPrimeMinister
    Indicates that one prime minister directly follows another in office as their immediate successor.
  • E. heldOfficeOfPrimeMinisterThrough
    Indicates that an entity continuously occupied and exercised the role and responsibilities of Prime Minister throughout a specified time period.
  • F. None of above. chosen

Provenance (7 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd86f20f008190be7b5848af05f2b8 completed March 20, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf290bb4148190b6f98fcd36d03c02 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a23ba1881909ddc549728bbc2d3 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2e6d5f9081908327dff0058241f0 completed March 21, 2026, 11:49 p.m.
PD Predicate disambiguation batch_69bd84561c7081909e5937c7816e492c completed March 20, 2026, 5:31 p.m.
PDg Predicate description generation batch_69bd86f0cbfc8190b6665dd9b28d6345 completed March 20, 2026, 5:42 p.m.
Created at: March 20, 2026, 1:59 p.m.