Triple

T4257959
Position Surface form Disambiguated ID Type / Status
Subject Gloucester, Massachusetts E96026 entity
Predicate governingBody P46 FINISHED
Object City of Gloucester government
The City of Gloucester government is the municipal administration responsible for managing public services, local policies, and community affairs in Gloucester, Massachusetts.
E423346 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: City of Gloucester government | Statement: [Gloucester, Massachusetts, governingBody, City of Gloucester government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Gloucester government
Context triple: [Gloucester, Massachusetts, governingBody, City of Gloucester government]
  • A. Gloucestershire County Council
    Gloucestershire County Council is the local government authority responsible for providing county-level public services and administration across the ceremonial county of Gloucestershire, England.
  • B. Gloucester (former local government area)
    Gloucester (former local government area) was a small rural shire in New South Wales, Australia, known for its agricultural base, scenic landscapes, and location within the Hunter Region.
  • C. Gloucester parks and recreation system
    The Gloucester parks and recreation system is the municipal department that manages the city’s public outdoor spaces, including beaches, parks, and recreational facilities, and oversees related community programs and activities.
  • D. Gloucester Service
    Gloucester Service is a celebrated choral setting of the Anglican canticles (Magnificat and Nunc Dimittis) composed by Herbert Howells for Gloucester Cathedral.
  • E. Museum of Gloucester
    The Museum of Gloucester is a local history and archaeology museum in Gloucester, England, showcasing the city’s Roman past, medieval heritage, and art collections.
  • 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: City of Gloucester government
Triple: [Gloucester, Massachusetts, governingBody, City of Gloucester government]
Generated description
The City of Gloucester government is the municipal administration responsible for managing public services, local policies, and community affairs in Gloucester, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Gloucester government
Target entity description: The City of Gloucester government is the municipal administration responsible for managing public services, local policies, and community affairs in Gloucester, Massachusetts.
  • A. Gloucestershire County Council
    Gloucestershire County Council is the local government authority responsible for providing county-level public services and administration across the ceremonial county of Gloucestershire, England.
  • B. Gloucester (former local government area)
    Gloucester (former local government area) was a small rural shire in New South Wales, Australia, known for its agricultural base, scenic landscapes, and location within the Hunter Region.
  • C. Gloucester parks and recreation system
    The Gloucester parks and recreation system is the municipal department that manages the city’s public outdoor spaces, including beaches, parks, and recreational facilities, and oversees related community programs and activities.
  • D. Gloucester Service
    Gloucester Service is a celebrated choral setting of the Anglican canticles (Magnificat and Nunc Dimittis) composed by Herbert Howells for Gloucester Cathedral.
  • E. Museum of Gloucester
    The Museum of Gloucester is a local history and archaeology museum in Gloucester, England, showcasing the city’s Roman past, medieval heritage, and art collections.
  • 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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34f7ec4508190a5067f1112ac7dca completed March 12, 2026, 11:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a88d3bf48190b26eb8ab848d320e completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a917d4a88190864441f95706964e completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5a96967ec8190aa86e735808211fd completed March 14, 2026, 6:31 p.m.
Created at: March 12, 2026, 11:06 p.m.