Triple

T590745
Position Surface form Disambiguated ID Type / Status
Subject Littleton Fire Department E17262 entity
Predicate operatedBy P86 FINISHED
Object Town of Littleton government
The Town of Littleton government is the municipal authority responsible for overseeing public services, safety, and administration within Littleton, including management of departments such as the fire department.
 E17965 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: Town of Littleton government | Statement: [Littleton Fire Department, operatedBy, Town of Littleton government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Town of Littleton government
Context triple: [Littleton Fire Department, operatedBy, Town of Littleton government]
  • A. Littleton Police Department
    The Littleton Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Littleton, Massachusetts.
  • B. Littleton Public Schools (Massachusetts)
    Littleton Public Schools (Massachusetts) is the public school district that serves students in the town of Littleton, Massachusetts, providing K–12 education through its local schools.
  • C. Littleton Fire Department
    The Littleton Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in Littleton, Massachusetts.
  • D. Littleton Town Hall
    Littleton Town Hall is the central municipal building in Littleton, Massachusetts, housing the town’s government offices and public meeting spaces.
  • E. First Baptist Church of Littleton
    The First Baptist Church of Littleton is a historic Baptist congregation and church building serving the community of Littleton, Massachusetts.
  • 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: Town of Littleton government
Triple: [Littleton Fire Department, operatedBy, Town of Littleton government]
Generated description
The Town of Littleton government is the municipal authority responsible for overseeing public services, safety, and administration within Littleton, including management of departments such as the fire department.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Town of Littleton government
Target entity description: The Town of Littleton government is the municipal authority responsible for overseeing public services, safety, and administration within Littleton, including management of departments such as the fire department.
  • A. Littleton Police Department
    The Littleton Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Littleton, Massachusetts.
  • B. Littleton Public Schools (Massachusetts)
    Littleton Public Schools (Massachusetts) is the public school district that serves students in the town of Littleton, Massachusetts, providing K–12 education through its local schools.
  • C. Littleton Fire Department
    The Littleton Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in Littleton, Massachusetts.
  • D. Littleton Town Hall chosen
    Littleton Town Hall is the central municipal building in Littleton, Massachusetts, housing the town’s government offices and public meeting spaces.
  • E. First Baptist Church of Littleton
    The First Baptist Church of Littleton is a historic Baptist congregation and church building serving the community of Littleton, Massachusetts.
  • F. None of above.

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_69a49379d09c8190ac7e00b24e2810b1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49bb8ff0081909cd53d88930e2693 completed March 1, 2026, 8:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51554857481909c684b86b51aa126 completed March 2, 2026, 4:43 a.m.
NEDg Description generation batch_69a5163b240881909672bf4bc2ebe9cf completed March 2, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69a516a1e6508190a7ecb801f5080ddd completed March 2, 2026, 4:48 a.m.
Created at: March 1, 2026, 7:33 p.m.