Triple

T4674912

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marshals Service	`E103654`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Prisoner Operations Division The Prisoner Operations Division is a branch of the United States Marshals Service responsible for managing the custody, care, and transportation of federal detainees.	`E460953`	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: Prisoner Operations Division | Statement: [United States Marshals Service, hasDivision, Prisoner Operations Division]

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

Target entity: Prisoner Operations Division
Context triple: [United States Marshals Service, hasDivision, Prisoner Operations Division]

A. Special Branch
Special Branch was the intelligence and security arm of the Royal Ulster Constabulary, focused primarily on counterterrorism and political surveillance in Northern Ireland.
B. Special Operations Division
The Special Operations Division is a specialized unit of the United States Capitol Police responsible for handling high-risk security operations, tactical responses, and protective missions around the U.S. Capitol complex.
C. Special Operations Division
The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
D. Special Operations Division
The Special Operations Division is a specialized unit within the Chicago Fire Department responsible for handling complex and high-risk incidents such as technical rescues, hazardous materials responses, and other specialized emergency operations.
E. Special Operations Bureau
The Special Operations Bureau is a specialized division of the New York City Police Department responsible for handling high-risk, tactical, and emergency response operations.
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: Prisoner Operations Division
Triple: [United States Marshals Service, hasDivision, Prisoner Operations Division]

Generated description

The Prisoner Operations Division is a branch of the United States Marshals Service responsible for managing the custody, care, and transportation of federal detainees.

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

Target entity: Prisoner Operations Division
Target entity description: The Prisoner Operations Division is a branch of the United States Marshals Service responsible for managing the custody, care, and transportation of federal detainees.

A. Special Branch
Special Branch was the intelligence and security arm of the Royal Ulster Constabulary, focused primarily on counterterrorism and political surveillance in Northern Ireland.
B. Special Operations Division
The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
C. Special Operations Division
The Special Operations Division is a specialized unit of the United States Capitol Police responsible for handling high-risk security operations, tactical responses, and protective missions around the U.S. Capitol complex.
D. Special Operations Division
The Special Operations Division is a specialized unit within the Chicago Fire Department responsible for handling complex and high-risk incidents such as technical rescues, hazardous materials responses, and other specialized emergency operations.
E. Special Operations Bureau
The Special Operations Bureau is a specialized division of the New York City Police Department responsible for handling high-risk, tactical, and emergency response operations.
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_69bd43dda32c8190938b37744ca270fc`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd63544f68819084311416402696b0`	completed	March 20, 2026, 3:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be039896448190bdfd3a6cb76a8fbe`	completed	March 21, 2026, 2:34 a.m.
NEDg	Description generation	`batch_69be055390c08190a85f92aec34b390a`	completed	March 21, 2026, 2:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69be05d5bd008190bd94bd70092e8dfd`	completed	March 21, 2026, 2:43 a.m.

Created at: March 20, 2026, 1:15 p.m.