Triple

T8443675
Position Surface form Disambiguated ID Type / Status
Subject Cleghorn E199612 entity
Predicate lawEnforcementJurisdiction P6190 FINISHED
Object Fitchburg Police Department
The Fitchburg Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Fitchburg, Massachusetts.
E734574 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: Fitchburg Police Department | Statement: [Cleghorn, lawEnforcementJurisdiction, Fitchburg Police Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fitchburg Police Department
Context triple: [Cleghorn, lawEnforcementJurisdiction, Fitchburg Police Department]
  • A. Sherborn Police Department
    The Sherborn Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Sherborn, Massachusetts.
  • B. Brockton Police Department
    The Brockton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Brockton, Massachusetts.
  • C. Peabody Police Department
    The Peabody Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Peabody, Massachusetts.
  • D. Tewksbury Police Department
    The Tewksbury Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Tewksbury, Massachusetts.
  • E. Somerville Police Department
    The Somerville Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Somerville, New Jersey.
  • 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: Fitchburg Police Department
Triple: [Cleghorn, lawEnforcementJurisdiction, Fitchburg Police Department]
Generated description
The Fitchburg Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Fitchburg, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fitchburg Police Department
Target entity description: The Fitchburg Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Fitchburg, Massachusetts.
  • A. Sherborn Police Department
    The Sherborn Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Sherborn, Massachusetts.
  • B. Brockton Police Department
    The Brockton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Brockton, Massachusetts.
  • C. Peabody Police Department
    The Peabody Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Peabody, Massachusetts.
  • D. Tewksbury Police Department
    The Tewksbury Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Tewksbury, Massachusetts.
  • E. Somerville Police Department
    The Somerville Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Somerville, New Jersey.
  • 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_69ca83170f9081909cd98f55614c6476 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe3122cfc8190ac6103fa4e4a7c45 completed March 31, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1dac8cb08190b74985a6ba3c938f completed April 2, 2026, 7:41 a.m.
NEDg Description generation batch_69ce1f3729e4819084600862b53c94a8 completed April 2, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69ce1fdde53c8190b356950f878b6b70 completed April 2, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:08 p.m.