Triple

T4328204
Position Surface form Disambiguated ID Type / Status
Subject Migration Advisory Committee E96682 entity
Predicate previousChair P7696 FINISHED
Object Alan Manning
Alan Manning is a British labour economist and professor at the London School of Economics, known for his influential research on wage inequality, monopsony in labour markets, and immigration policy.
E445056 NE FINISHED

How this triple was built (5 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: Alan Manning | Statement: [Migration Advisory Committee, previousChair, Alan Manning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alan Manning
Context triple: [Migration Advisory Committee, previousChair, Alan Manning]
  • A. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • B. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • C. John Leeson
    John Leeson is a British actor best known for voicing the robotic dog K-9 in the Doctor Who television franchise.
  • D. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • E. Paul Montague
    Paul Montague is a central fictional character in Anthony Trollope’s novel "The Way We Live Now," known for his moral conflicts and entanglement in financial and romantic intrigues within Victorian society.
  • 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: Alan Manning
Triple: [Migration Advisory Committee, previousChair, Alan Manning]
Generated description
Alan Manning is a British labour economist and professor at the London School of Economics, known for his influential research on wage inequality, monopsony in labour markets, and immigration policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alan Manning
Target entity description: Alan Manning is a British labour economist and professor at the London School of Economics, known for his influential research on wage inequality, monopsony in labour markets, and immigration policy.
  • A. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • B. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • C. John Leeson
    John Leeson is a British actor best known for voicing the robotic dog K-9 in the Doctor Who television franchise.
  • D. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • E. Paul Montague
    Paul Montague is a central fictional character in Anthony Trollope’s novel "The Way We Live Now," known for his moral conflicts and entanglement in financial and romantic intrigues within Victorian society.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousChair
Context triple: [Migration Advisory Committee, previousChair, Alan Manning]
  • A. hasFormerChairperson chosen
    Indicates that an entity previously held the role of chairperson of another entity, but no longer occupies that position.
  • B. predecessorInOffice
    Indicates that one officeholder directly held a particular position before another officeholder in an official succession.
  • C. formerDirector
    Indicates that one entity previously held the position of director of the other entity but no longer does.
  • D. previousGeneralSecretary
    Indicates that one entity served as the general secretary of an organization or body immediately before the other entity.
  • E. lastIncumbent
    Indicates that the subject is the most recent person or entity to have held a particular position, office, or role before the current one.
  • F. None of above.

Provenance (6 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35133688c8190ab5527ae01748f13 completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6721dcf28819080b6a265152059e9 completed March 15, 2026, 8:47 a.m.
NEDg Description generation batch_69b672b5c10481909641c943dda0632c completed March 15, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69b6732ae3f88190afb2405dc93c7cd4 completed March 15, 2026, 8:51 a.m.
PD Predicate disambiguation batch_69b34f4e13fc8190a42c519f37959d27 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:13 p.m.