Triple

T3686080
Position Surface form Disambiguated ID Type / Status
Subject Liverpool John Moores University E78227 entity
Predicate hasFormerName P65 FINISHED
Object Liverpool Mechanics’ School of Arts
Liverpool Mechanics’ School of Arts was a 19th-century educational institution in Liverpool that provided technical and scientific instruction to working people and later evolved into what is now Liverpool John Moores University.
 E379239 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: Liverpool Mechanics’ School of Arts | Statement: [Liverpool John Moores University, hasFormerName, Liverpool Mechanics’ School of Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liverpool Mechanics’ School of Arts
Context triple: [Liverpool John Moores University, hasFormerName, Liverpool Mechanics’ School of Arts]
  • A. 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.
  • B. Liverpool Institute
    Liverpool Institute was a historic grammar school in Liverpool, England, known for educating several notable figures including members of The Beatles.
  • C. The Foundling Museum
    The Foundling Museum is a London museum dedicated to the history of the Foundling Hospital and its role in child welfare, art, and music, particularly its connection with composer George Frideric Handel.
  • D. City Commercial School, London
    City Commercial School, London was a 19th-century educational institution in London known for providing commercial and practical training, and for having the famed actor Henry Irving among its former pupils.
  • E. Pittville Pump Room
    Pittville Pump Room is a historic Regency-era spa building in Cheltenham, England, renowned for its neoclassical architecture and role in the town’s development as a fashionable spa resort.
  • 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: Liverpool Mechanics’ School of Arts
Triple: [Liverpool John Moores University, hasFormerName, Liverpool Mechanics’ School of Arts]
Generated description
Liverpool Mechanics’ School of Arts was a 19th-century educational institution in Liverpool that provided technical and scientific instruction to working people and later evolved into what is now Liverpool John Moores University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liverpool Mechanics’ School of Arts
Target entity description: Liverpool Mechanics’ School of Arts was a 19th-century educational institution in Liverpool that provided technical and scientific instruction to working people and later evolved into what is now Liverpool John Moores University.
  • A. 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.
  • B. Liverpool Institute
    Liverpool Institute was a historic grammar school in Liverpool, England, known for educating several notable figures including members of The Beatles.
  • C. The Foundling Museum
    The Foundling Museum is a London museum dedicated to the history of the Foundling Hospital and its role in child welfare, art, and music, particularly its connection with composer George Frideric Handel.
  • D. City Commercial School, London
    City Commercial School, London was a 19th-century educational institution in London known for providing commercial and practical training, and for having the famed actor Henry Irving among its former pupils.
  • E. Pittville Pump Room
    Pittville Pump Room is a historic Regency-era spa building in Cheltenham, England, renowned for its neoclassical architecture and role in the town’s development as a fashionable spa resort.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4c676748190b074abfb9ba43b49 completed March 8, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3bd473c8190b814689f3c76cada completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c463b53c8190b3333fda95862545 completed March 14, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4c4ee4db88190810a1d49d757b2b6 completed March 14, 2026, 2:16 a.m.
Created at: March 8, 2026, 3:26 p.m.