Triple

T7610543
Position Surface form Disambiguated ID Type / Status
Subject Milner E172222 entity
Predicate hasNotableBearer P458 FINISHED
Object Andrew Milner
Andrew Milner is a British-Australian cultural theorist and literary scholar known for his work on science fiction, utopia, and cultural materialism.
E688145 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: Andrew Milner | Statement: [Milner, hasNotableBearer, Andrew Milner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Milner
Context triple: [Milner, hasNotableBearer, Andrew Milner]
  • A. Alan Milburn
    Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
  • B. Paul Milner
    Paul Milner is a fictional World War II-era police sergeant and close colleague of Detective Chief Inspector Christopher Foyle in the British television series "Foyle's War."
  • C. Peter Mathieson
    Peter Mathieson is a British nephrologist and academic leader who has served as principal and vice-chancellor of major universities, including the University of Edinburgh and the University of Hong Kong.
  • D. Ray Merrimen
    Ray Merrimen is a disciplined, battle-hardened ex-Marine and mastermind leader of a crew of professional bank robbers in the crime film "Den of Thieves."
  • E. Andrew Shearer
    Andrew Shearer was a Canadian businessman best known as the father of Hollywood actresses Norma and Athole Shearer.
  • 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: Andrew Milner
Triple: [Milner, hasNotableBearer, Andrew Milner]
Generated description
Andrew Milner is a British-Australian cultural theorist and literary scholar known for his work on science fiction, utopia, and cultural materialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Milner
Target entity description: Andrew Milner is a British-Australian cultural theorist and literary scholar known for his work on science fiction, utopia, and cultural materialism.
  • A. Alan Milburn
    Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
  • B. Paul Milner
    Paul Milner is a fictional World War II-era police sergeant and close colleague of Detective Chief Inspector Christopher Foyle in the British television series "Foyle's War."
  • C. Peter Mathieson
    Peter Mathieson is a British nephrologist and academic leader who has served as principal and vice-chancellor of major universities, including the University of Edinburgh and the University of Hong Kong.
  • D. Ray Merrimen
    Ray Merrimen is a disciplined, battle-hardened ex-Marine and mastermind leader of a crew of professional bank robbers in the crime film "Den of Thieves."
  • E. Andrew Shearer
    Andrew Shearer was a Canadian businessman best known as the father of Hollywood actresses Norma and Athole Shearer.
  • 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_69c6994f50808190ba228764bb422417 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa20ac2c8190ac7ab90b4df406b6 completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8d69516a88190912a9574aef3d1f8 completed March 29, 2026, 7:36 a.m.
NEDg Description generation batch_69c8d71a89d08190b578682365b81d2f completed March 29, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69c8d76f76a881909dab6c0cb8f48b80 completed March 29, 2026, 7:40 a.m.
Created at: March 27, 2026, 3:54 p.m.