Triple

T12236315
Position Surface form Disambiguated ID Type / Status
Subject Boxford, Massachusetts E291600 entity
Predicate emergencyServices P464 FINISHED
Object Boxford Police Department
The Boxford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Boxford, Massachusetts.
E970804 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: Boxford Police Department | Statement: [Boxford, Massachusetts, emergencyServices, Boxford Police Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boxford Police Department
Context triple: [Boxford, Massachusetts, emergencyServices, Boxford Police Department]
  • A. Boxborough Police Department
    The Boxborough Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Boxborough, Massachusetts.
  • B. Chelmsford Police Department
    The Chelmsford Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the town of Chelmsford, Massachusetts.
  • C. Bedford Police Department
    The Bedford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Bedford, New York, including the hamlet of Katonah.
  • D. Bedford Police Department
    The Bedford Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Bedford, Texas.
  • E. 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.
  • 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: Boxford Police Department
Triple: [Boxford, Massachusetts, emergencyServices, Boxford Police Department]
Generated description
The Boxford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Boxford, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boxford Police Department
Target entity description: The Boxford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Boxford, Massachusetts.
  • A. Boxborough Police Department
    The Boxborough Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Boxborough, Massachusetts.
  • B. Chelmsford Police Department
    The Chelmsford Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the town of Chelmsford, Massachusetts.
  • C. Bedford Police Department
    The Bedford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Bedford, New York, including the hamlet of Katonah.
  • D. Bedford Police Department
    The Bedford Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Bedford, Texas.
  • E. 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.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cb2892c81909a97b3ad6ec2c21b completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ab19a4c8190b4692d7ab0d02a12 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdd8d508190813178ff4c77afcf completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c67c680819087630d190d0a008f completed May 2, 2026, 2:38 p.m.
Created at: April 8, 2026, 9:51 p.m.