Triple

T23291852
Position Surface form Disambiguated ID Type / Status
Subject Hamlet, North Carolina E590052 entity
Predicate hasEmergencyService P464 FINISHED
Object Hamlet Police Department
The Hamlet Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Hamlet, North Carolina.
E1579860 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: Hamlet Police Department | Statement: [Hamlet, North Carolina, hasEmergencyService, Hamlet Police Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamlet Police Department
Context triple: [Hamlet, North Carolina, hasEmergencyService, Hamlet Police Department]
  • A. Quahog Police Department
    The Quahog Police Department is the fictional law enforcement agency in the animated TV series "Family Guy," where Joe Swanson serves as one of its most prominent officers.
  • B. Papillion Police Department
    The Papillion Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Papillion, Nebraska.
  • C. Havelock Police Department
    Havelock Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Havelock, North Carolina.
  • D. Hawkins Police Department
    The Hawkins Police Department is the small-town law enforcement agency featured in the television series "Stranger Things," responsible for maintaining order in the fictional community of Hawkins, Indiana.
  • E. Whitehouse Police Department
    The Whitehouse Police Department is the local law enforcement agency responsible for public safety and crime prevention within the city limits of Whitehouse, Texas.
  • 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: Hamlet Police Department
Triple: [Hamlet, North Carolina, hasEmergencyService, Hamlet Police Department]
Generated description
The Hamlet Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Hamlet, North Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamlet Police Department
Target entity description: The Hamlet Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Hamlet, North Carolina.
  • A. Quahog Police Department
    The Quahog Police Department is the fictional law enforcement agency in the animated TV series "Family Guy," where Joe Swanson serves as one of its most prominent officers.
  • B. Papillion Police Department
    The Papillion Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Papillion, Nebraska.
  • C. Havelock Police Department
    Havelock Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Havelock, North Carolina.
  • D. Hawkins Police Department
    The Hawkins Police Department is the small-town law enforcement agency featured in the television series "Stranger Things," responsible for maintaining order in the fictional community of Hawkins, Indiana.
  • E. Whitehouse Police Department
    The Whitehouse Police Department is the local law enforcement agency responsible for public safety and crime prevention within the city limits of Whitehouse, Texas.
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196cc20c08190a6a678befe1061dd completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c8dece081908cc32084ca7b8069 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e3a7374819099635f56d0d513c3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4ecaaf208190a845013b342e3a88 completed May 19, 2026, 11:51 a.m.
Created at: April 17, 2026, 5:02 p.m.