Triple

T6484224
Position Surface form Disambiguated ID Type / Status
Subject David Hunt (disambiguation) E146468 entity
Predicate hasNotableBearer P458 FINISHED
Object David Hunt (intelligence officer)
David Hunt is a former British intelligence officer known for his senior roles within MI6 and his involvement in various high-profile espionage operations.
E597115 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 Hunt (intelligence officer) | Statement: [David Hunt (disambiguation), hasNotableBearer, David Hunt (intelligence officer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hunt (intelligence officer)
Context triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (intelligence officer)]
  • A. William Parcher
    William Parcher is a mysterious, menacing government agent who appears as a figment of John Nash’s delusions in the film "A Beautiful Mind."
  • B. Alastair Denniston
    Alastair Denniston was a British naval intelligence officer and pioneering cryptanalyst who played a key leadership role in the development of codebreaking operations that led to Bletchley Park during both World Wars.
  • C. Raymond Shaw
    Raymond Shaw is the brainwashed Korean War veteran and Medal of Honor recipient whose programmed assassination role drives the political thriller plot of "The Manchurian Candidate."
  • D. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • E. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • 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 Hunt (intelligence officer)
Triple: [David Hunt (disambiguation), hasNotableBearer, David Hunt (intelligence officer)]
Generated description
David Hunt is a former British intelligence officer known for his senior roles within MI6 and his involvement in various high-profile espionage operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hunt (intelligence officer)
Target entity description: David Hunt is a former British intelligence officer known for his senior roles within MI6 and his involvement in various high-profile espionage operations.
  • A. William Parcher
    William Parcher is a mysterious, menacing government agent who appears as a figment of John Nash’s delusions in the film "A Beautiful Mind."
  • B. Alastair Denniston
    Alastair Denniston was a British naval intelligence officer and pioneering cryptanalyst who played a key leadership role in the development of codebreaking operations that led to Bletchley Park during both World Wars.
  • C. Raymond Shaw
    Raymond Shaw is the brainwashed Korean War veteran and Medal of Honor recipient whose programmed assassination role drives the political thriller plot of "The Manchurian Candidate."
  • D. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • E. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • 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_69c0090158c08190af0df9a2348d2d52 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a6de31c81909dd99d105f5bb4c2 completed March 22, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653b24670819088fa8e0d7eb6f73b completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c655c84a7c81909bb59f9db52f5d3a completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c656c84ecc8190b5d0c947c27a3bb0 completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:52 p.m.