Triple

T17398552
Position Surface form Disambiguated ID Type / Status
Subject Wolverhampton Mechanics’ Institute E423019 entity
Predicate partOfMovement P2459 FINISHED
Object mechanics' institute movement
The mechanics' institute movement was a 19th-century educational and social reform initiative that established local institutes to provide technical and general education, especially to working-class adults.
E1266826 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: mechanics' institute movement | Statement: [Wolverhampton Mechanics’ Institute, partOfMovement, mechanics' institute movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: mechanics' institute movement
Context triple: [Wolverhampton Mechanics’ Institute, partOfMovement, mechanics' institute movement]
  • A. London Mechanics’ Institution
    London Mechanics’ Institution was a pioneering 19th-century adult education institute in London that later evolved into Birkbeck, University of London.
  • B. Edinburgh Society for Encouraging Arts, Sciences, Manufactures, and Agriculture
    The Edinburgh Society for Encouraging Arts, Sciences, Manufactures, and Agriculture was an 18th-century learned and improvement society in Scotland dedicated to promoting intellectual advancement and practical innovation in fields ranging from the arts and sciences to industry and agriculture.
  • C. Wolverhampton Mechanics’ Institute
    Wolverhampton Mechanics’ Institute was a 19th-century educational institution established to provide technical and vocational learning for working people in Wolverhampton, England.
  • D. London Working Men’s Association
    The London Working Men’s Association was a 19th-century British radical organization central to the early Chartist movement, advocating political reform and working-class rights.
  • E. Workingman’s School
    Workingman’s School was an innovative late-19th-century New York City educational institution emphasizing progressive, secular, and ethical instruction for working-class children.
  • 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: mechanics' institute movement
Triple: [Wolverhampton Mechanics’ Institute, partOfMovement, mechanics' institute movement]
Generated description
The mechanics' institute movement was a 19th-century educational and social reform initiative that established local institutes to provide technical and general education, especially to working-class adults.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: mechanics' institute movement
Target entity description: The mechanics' institute movement was a 19th-century educational and social reform initiative that established local institutes to provide technical and general education, especially to working-class adults.
  • A. London Mechanics’ Institution
    London Mechanics’ Institution was a pioneering 19th-century adult education institute in London that later evolved into Birkbeck, University of London.
  • B. Edinburgh Society for Encouraging Arts, Sciences, Manufactures, and Agriculture
    The Edinburgh Society for Encouraging Arts, Sciences, Manufactures, and Agriculture was an 18th-century learned and improvement society in Scotland dedicated to promoting intellectual advancement and practical innovation in fields ranging from the arts and sciences to industry and agriculture.
  • C. Wolverhampton Mechanics’ Institute
    Wolverhampton Mechanics’ Institute was a 19th-century educational institution established to provide technical and vocational learning for working people in Wolverhampton, England.
  • D. London Working Men’s Association
    The London Working Men’s Association was a 19th-century British radical organization central to the early Chartist movement, advocating political reform and working-class rights.
  • E. Workingman’s School
    Workingman’s School was an innovative late-19th-century New York City educational institution emphasizing progressive, secular, and ethical instruction for working-class children.
  • 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43abf7ea08190a9d9f9358e3bb684 completed April 19, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a002b034819099fd74e01bb382b0 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a176d2488190951bbe07233a37e4 completed May 11, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a01a58b12088190828078c69c4fff4b completed May 11, 2026, 9:46 a.m.
Created at: April 10, 2026, 5:45 a.m.