Triple

T13186090
Position Surface form Disambiguated ID Type / Status
Subject Hager E313855 entity
Predicate hasNotableBearer P458 FINISHED
Object Nicky Hager
Nicky Hager is a New Zealand investigative journalist and author known for exposing government and corporate secrecy, intelligence operations, and political scandals.
E1026002 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: Nicky Hager | Statement: [Hager, hasNotableBearer, Nicky Hager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicky Hager
Context triple: [Hager, hasNotableBearer, Nicky Hager]
  • A. Andrew Cowie
    Andrew Cowie is a researcher and co-author of a 2021 Nature paper by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
  • B. Andrew Cockburn
    Andrew Cockburn is a British-American journalist and author known for his investigative reporting and books on national security, military affairs, and U.S. foreign policy.
  • C. Graham Pilger
    Graham Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known biographical details about him are not readily documented.
  • D. Kevin Hopgood
    Kevin Hopgood is a British comic book artist best known for his work at Marvel Comics, including co-creating the armored superhero War Machine.
  • E. Peter Hitchens
    Peter Hitchens is a British journalist, author, and conservative commentator known for his columns in The Mail on Sunday and his critiques of modern liberalism and social policy.
  • 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: Nicky Hager
Triple: [Hager, hasNotableBearer, Nicky Hager]
Generated description
Nicky Hager is a New Zealand investigative journalist and author known for exposing government and corporate secrecy, intelligence operations, and political scandals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicky Hager
Target entity description: Nicky Hager is a New Zealand investigative journalist and author known for exposing government and corporate secrecy, intelligence operations, and political scandals.
  • A. Andrew Cowie
    Andrew Cowie is a researcher and co-author of a 2021 Nature paper by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
  • B. Andrew Cockburn
    Andrew Cockburn is a British-American journalist and author known for his investigative reporting and books on national security, military affairs, and U.S. foreign policy.
  • C. Graham Pilger
    Graham Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known biographical details about him are not readily documented.
  • D. Kevin Hopgood
    Kevin Hopgood is a British comic book artist best known for his work at Marvel Comics, including co-creating the armored superhero War Machine.
  • E. Peter Hitchens
    Peter Hitchens is a British journalist, author, and conservative commentator known for his columns in The Mail on Sunday and his critiques of modern liberalism and social policy.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c4b663c8190b0b18f0785f7b57d completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5f7a304819081c4f51631948cbd completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f694f8c48190adce4cddbf63777f completed May 3, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69f6f7d8bfa0819097b3d9175bc56933 completed May 3, 2026, 7:23 a.m.
Created at: April 9, 2026, 9:15 p.m.