Triple

T12427035

Position	Surface form	Disambiguated ID	Type / Status
Subject	Freddy Heflin	`E296924`	entity
Predicate	employer	`P7`	FINISHED
Object	Garrison Police Department The Garrison Police Department is the small-town New Jersey law enforcement agency featured in the film "Cop Land," where Freddy Heflin serves as a sheriff.	`E982267`	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: Garrison Police Department | Statement: [Freddy Heflin, employer, Garrison Police Department]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Garrison Police Department
Context triple: [Freddy Heflin, employer, Garrison Police Department]

A. New York City Police Department 113th Precinct
The New York City Police Department 113th Precinct is an NYPD command responsible for law enforcement and public safety in southeastern Queens neighborhoods including St. Albans.
B. New York City Police Department 107th Precinct
The New York City Police Department 107th Precinct is an NYPD command responsible for law enforcement and public safety in a portion of eastern Queens, including neighborhoods such as Jamaica Estates.
C. New York City Police Department 105th Precinct
The New York City Police Department 105th Precinct is an NYPD command responsible for providing law enforcement and public safety services to several neighborhoods in eastern Queens, including Laurelton.
D. New York City Police Department 103rd Precinct
The New York City Police Department 103rd Precinct is an NYPD station house responsible for law enforcement and public safety in parts of southeastern Queens, including neighborhoods such as Hollis and Jamaica.
E. New York City Police Department 102nd Precinct
The New York City Police Department 102nd Precinct is an NYPD command responsible for providing law enforcement and public safety services to the Ozone Park area and surrounding neighborhoods in Queens, New York City.
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: Garrison Police Department
Triple: [Freddy Heflin, employer, Garrison Police Department]

Generated description

The Garrison Police Department is the small-town New Jersey law enforcement agency featured in the film "Cop Land," where Freddy Heflin serves as a sheriff.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Garrison Police Department
Target entity description: The Garrison Police Department is the small-town New Jersey law enforcement agency featured in the film "Cop Land," where Freddy Heflin serves as a sheriff.

A. New York City Police Department 113th Precinct
The New York City Police Department 113th Precinct is an NYPD command responsible for law enforcement and public safety in southeastern Queens neighborhoods including St. Albans.
B. New York City Police Department 107th Precinct
The New York City Police Department 107th Precinct is an NYPD command responsible for law enforcement and public safety in a portion of eastern Queens, including neighborhoods such as Jamaica Estates.
C. New York City Police Department 105th Precinct
The New York City Police Department 105th Precinct is an NYPD command responsible for providing law enforcement and public safety services to several neighborhoods in eastern Queens, including Laurelton.
D. New York City Police Department 103rd Precinct
The New York City Police Department 103rd Precinct is an NYPD station house responsible for law enforcement and public safety in parts of southeastern Queens, including neighborhoods such as Hollis and Jamaica.
E. New York City Police Department 102nd Precinct
The New York City Police Department 102nd Precinct is an NYPD command responsible for providing law enforcement and public safety services to the Ozone Park area and surrounding neighborhoods in Queens, New York City.
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_69d6ada0640c81908c061d7fb3d47786`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94d7ccda08190be2ff1739c1c6855`	completed	April 10, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63499061881908d25af7c3474f774`	completed	May 2, 2026, 5:30 p.m.
NEDg	Description generation	`batch_69f636cf7d808190bf3c1c84bdaf414e`	completed	May 2, 2026, 5:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69f638050d2481909d25d5d718353cd5`	completed	May 2, 2026, 5:44 p.m.

Created at: April 8, 2026, 9:55 p.m.