Triple

T2092371
Position Surface form Disambiguated ID Type / Status
Subject Robin Milner E32698 entity
Predicate fullName P16 FINISHED
Object Arthur John Robin Gorell Milner
Arthur John Robin Gorell Milner was a British computer scientist renowned for his pioneering work in programming language theory, process calculi, and formal methods, including the development of ML and the Calculus of Communicating Systems (CCS).
E230803 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: Arthur John Robin Gorell Milner | Statement: [Robin Milner, fullName, Arthur John Robin Gorell Milner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur John Robin Gorell Milner
Context triple: [Robin Milner, fullName, Arthur John Robin Gorell Milner]
  • A. Robert Mansergh
    Robert Mansergh was a British Army officer and general who held senior commands during and after World War II, including in the Indonesian National Revolution.
  • B. Kenneth Clarke
    Kenneth Clarke is a veteran British Conservative politician who has held several senior Cabinet posts, including Chancellor of the Exchequer, and is known for his pro-European views and long parliamentary career.
  • C. Gerald Templer
    Gerald Templer was a British field marshal best known for his leadership in counterinsurgency and colonial military campaigns, particularly in Southeast Asia.
  • D. Philip Snowden
    Philip Snowden was a British Labour politician and economist who became the first Labour Chancellor of the Exchequer, known for his strict adherence to fiscal orthodoxy during the interwar period.
  • E. Walter Parks Thatcher
    Walter Parks Thatcher is a wealthy, conservative banker and guardian in the film "Citizen Kane," serving as a symbol of financial power and authority over Charles Foster Kane’s early life.
  • 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: Arthur John Robin Gorell Milner
Triple: [Robin Milner, fullName, Arthur John Robin Gorell Milner]
Generated description
Arthur John Robin Gorell Milner was a British computer scientist renowned for his pioneering work in programming language theory, process calculi, and formal methods, including the development of ML and the Calculus of Communicating Systems (CCS).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur John Robin Gorell Milner
Target entity description: Arthur John Robin Gorell Milner was a British computer scientist renowned for his pioneering work in programming language theory, process calculi, and formal methods, including the development of ML and the Calculus of Communicating Systems (CCS).
  • A. Robert Mansergh
    Robert Mansergh was a British Army officer and general who held senior commands during and after World War II, including in the Indonesian National Revolution.
  • B. Kenneth Clarke
    Kenneth Clarke is a veteran British Conservative politician who has held several senior Cabinet posts, including Chancellor of the Exchequer, and is known for his pro-European views and long parliamentary career.
  • C. Gerald Templer
    Gerald Templer was a British field marshal best known for his leadership in counterinsurgency and colonial military campaigns, particularly in Southeast Asia.
  • D. Philip Snowden
    Philip Snowden was a British Labour politician and economist who became the first Labour Chancellor of the Exchequer, known for his strict adherence to fiscal orthodoxy during the interwar period.
  • E. Walter Parks Thatcher
    Walter Parks Thatcher is a wealthy, conservative banker and guardian in the film "Citizen Kane," serving as a symbol of financial power and authority over Charles Foster Kane’s early life.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba774ca881909f83cf65ffeb24bb completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2746fb3481909e0b7fdbd4748245 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2868815881908d6163ab84060ec2 completed March 9, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae28ce87c8819097e0b5dab045d9a1 completed March 9, 2026, 1:56 a.m.
Created at: March 4, 2026, 7:43 p.m.