Triple

T2014700
Position Surface form Disambiguated ID Type / Status
Subject The Fifth Estate E43767 entity
Predicate basedOnAuthor P2806 FINISHED
Object David Leigh
David Leigh is a British investigative journalist and author known for his work on political scandals and intelligence matters, including material that inspired the film "The Fifth Estate."
E226236 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: David Leigh | Statement: [The Fifth Estate, basedOnAuthor, David Leigh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Leigh
Context triple: [The Fifth Estate, basedOnAuthor, David Leigh]
  • A. 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.
  • B. 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.
  • C. Patrick Cockburn
    Patrick Cockburn is a British journalist and author renowned for his in-depth reporting on Middle Eastern conflicts, particularly the Iraq War.
  • D. 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.
  • E. Edward Pilger
    Edward Pilger is an individual notable enough to be specifically cited as a bearer of the surname Pilger.
  • 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: David Leigh
Triple: [The Fifth Estate, basedOnAuthor, David Leigh]
Generated description
David Leigh is a British investigative journalist and author known for his work on political scandals and intelligence matters, including material that inspired the film "The Fifth Estate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Leigh
Target entity description: David Leigh is a British investigative journalist and author known for his work on political scandals and intelligence matters, including material that inspired the film "The Fifth Estate."
  • A. 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.
  • B. 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.
  • C. Patrick Cockburn
    Patrick Cockburn is a British journalist and author renowned for his in-depth reporting on Middle Eastern conflicts, particularly the Iraq War.
  • D. 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.
  • E. Edward Pilger
    Edward Pilger is an individual notable enough to be specifically cited as a bearer of the surname Pilger.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b610a88190bc10fd7dda19da08 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aeca6388190befe0630d44de109 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0bb8b34c81908f817bb1fbcb1873 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c20aaf48190852334f9c76d0d18 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.