Triple

T16821029
Position Surface form Disambiguated ID Type / Status
Subject Marlborough City Hall E408889 entity
Predicate governingBody P46 FINISHED
Object City of Marlborough government
The City of Marlborough government is the municipal authority responsible for administering local services, policies, and regulations for the city of Marlborough, Massachusetts.
 E1235291 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 Marlborough government | Statement: [Marlborough City Hall, governingBody, City of Marlborough government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Marlborough government
Context triple: [Marlborough City Hall, governingBody, City of Marlborough government]
  • A. Marlborough Town Council
    Marlborough Town Council is the local governing body responsible for representing and serving the community of the market town of Marlborough in Wiltshire, England.
  • B. Marlborough District Council
    Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
  • C. Marlborough Township Board of Supervisors
    The Marlborough Township Board of Supervisors is the elected governing body responsible for setting local policies, overseeing municipal services, and managing the administration of Marlborough Township, Pennsylvania.
  • D. New Marlborough
    New Marlborough is a small rural town in southwestern Massachusetts known for its scenic Berkshire landscapes and historic New England character.
  • E. Malmesbury Town Council
    Malmesbury Town Council is the local civil parish authority responsible for representing and managing community affairs and services in the town of Malmesbury, England.
  • 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 Marlborough government
Triple: [Marlborough City Hall, governingBody, City of Marlborough government]
Generated description
The City of Marlborough government is the municipal authority responsible for administering local services, policies, and regulations for the city of Marlborough, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City of Marlborough government
Target entity description: The City of Marlborough government is the municipal authority responsible for administering local services, policies, and regulations for the city of Marlborough, Massachusetts.
  • A. Marlborough Town Council
    Marlborough Town Council is the local governing body responsible for representing and serving the community of the market town of Marlborough in Wiltshire, England.
  • B. Marlborough District Council
    Marlborough District Council is the local government authority responsible for administering the Marlborough region in New Zealand, including the town of Blenheim.
  • C. Marlborough Township Board of Supervisors
    The Marlborough Township Board of Supervisors is the elected governing body responsible for setting local policies, overseeing municipal services, and managing the administration of Marlborough Township, Pennsylvania.
  • D. New Marlborough
    New Marlborough is a small rural town in southwestern Massachusetts known for its scenic Berkshire landscapes and historic New England character.
  • E. Malmesbury Town Council
    Malmesbury Town Council is the local civil parish authority responsible for representing and managing community affairs and services in the town of Malmesbury, England.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e6b59c8190ad562a80e71ce54c completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b29a3854819099eed580eea5d84d completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b32d2a588190b59bad56f8817bce completed May 10, 2026, 4:32 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3d14b3c819081f435777f47eca3 completed May 10, 2026, 4:35 p.m.
Created at: April 10, 2026, 5:23 a.m.