Triple

T2014701
Position Surface form Disambiguated ID Type / Status
Subject The Fifth Estate E43767 entity
Predicate basedOnAuthor P2806 FINISHED
Object Luke Harding
Luke Harding is a British journalist and author known for his investigative reporting on Russia, espionage, and international affairs, including works that inspired the film "The Fifth Estate."
 E229319 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: Luke Harding | Statement: [The Fifth Estate, basedOnAuthor, Luke Harding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luke Harding
Context triple: [The Fifth Estate, basedOnAuthor, Luke Harding]
  • A. Edward Luce
    Edward Luce is a British journalist and author best known as a senior columnist and commentator on U.S. politics and global affairs for the Financial Times.
  • B. 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."
  • C. Douglas Murray
    Douglas Murray is a retired Swedish professional ice hockey defenseman known for his physical style of play in the NHL, particularly with the San Jose Sharks.
  • D. Patrick Cockburn
    Patrick Cockburn is a British journalist and author renowned for his in-depth reporting on Middle Eastern conflicts, particularly the Iraq War.
  • 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: Luke Harding
Triple: [The Fifth Estate, basedOnAuthor, Luke Harding]
Generated description
Luke Harding is a British journalist and author known for his investigative reporting on Russia, espionage, and international affairs, including works that inspired the film "The Fifth Estate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luke Harding
Target entity description: Luke Harding is a British journalist and author known for his investigative reporting on Russia, espionage, and international affairs, including works that inspired the film "The Fifth Estate."
  • A. Edward Luce
    Edward Luce is a British journalist and author best known as a senior columnist and commentator on U.S. politics and global affairs for the Financial Times.
  • B. 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."
  • C. Douglas Murray
    Douglas Murray is a retired Swedish professional ice hockey defenseman known for his physical style of play in the NHL, particularly with the San Jose Sharks.
  • D. Patrick Cockburn
    Patrick Cockburn is a British journalist and author renowned for his in-depth reporting on Middle Eastern conflicts, particularly the Iraq War.
  • 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_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_69ae1fe5ad548190b4a64c5320b99c6d completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2078f5bc81909e4226e4f4188e87 completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae2121a43481908ea6eef3d4e06407 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:37 p.m.