Triple

T12848434

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wing Chau	`E307244`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	United States Marshal for the District of Rhode Island The United States Marshal for the District of Rhode Island is the chief federal law enforcement officer in that judicial district, responsible for protecting the courts, managing federal prisoners, and executing federal warrants and orders.	`E1007122`	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: United States Marshal for the District of Rhode Island | Statement: [Wing Chau, positionHeld, United States Marshal for the District of Rhode Island]

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

Target entity: United States Marshal for the District of Rhode Island
Context triple: [Wing Chau, positionHeld, United States Marshal for the District of Rhode Island]

A. United States Marshal for the Eastern District of Virginia
The United States Marshal for the Eastern District of Virginia is the chief federal law enforcement officer responsible for overseeing U.S. Marshals Service operations within that judicial district, including security, fugitive apprehension, and prisoner transport.
B. United States Marshals Service for the District of Massachusetts
The United States Marshals Service for the District of Massachusetts is the federal law enforcement office responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of Massachusetts.
C. United States Marshals Service for the District of New Hampshire
The United States Marshals Service for the District of New Hampshire is the federal law enforcement agency responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of New Hampshire.
D. United States Marshals Service
The United States Marshals Service is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, executing federal court orders, and handling the witness security program.
E. United States Marshal for the Northern District of Iowa
The United States Marshal for the Northern District of Iowa is the chief federal law enforcement officer responsible for security, prisoner transport, and fugitive operations within that federal judicial district.
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: United States Marshal for the District of Rhode Island
Triple: [Wing Chau, positionHeld, United States Marshal for the District of Rhode Island]

Generated description

The United States Marshal for the District of Rhode Island is the chief federal law enforcement officer in that judicial district, responsible for protecting the courts, managing federal prisoners, and executing federal warrants and orders.

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

Target entity: United States Marshal for the District of Rhode Island
Target entity description: The United States Marshal for the District of Rhode Island is the chief federal law enforcement officer in that judicial district, responsible for protecting the courts, managing federal prisoners, and executing federal warrants and orders.

A. United States Marshal for the Eastern District of Virginia
The United States Marshal for the Eastern District of Virginia is the chief federal law enforcement officer responsible for overseeing U.S. Marshals Service operations within that judicial district, including security, fugitive apprehension, and prisoner transport.
B. United States Marshals Service for the District of Massachusetts
The United States Marshals Service for the District of Massachusetts is the federal law enforcement office responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of Massachusetts.
C. United States Marshals Service for the District of New Hampshire
The United States Marshals Service for the District of New Hampshire is the federal law enforcement agency responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of New Hampshire.
D. United States Marshals Service
The United States Marshals Service is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, executing federal court orders, and handling the witness security program.
E. United States Marshal for the Northern District of Iowa
The United States Marshal for the Northern District of Iowa is the chief federal law enforcement officer responsible for security, prisoner transport, and fugitive operations within that federal judicial district.
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_69d7bdf5e7cc8190be357278bc5ba3bb`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d9701fe684819084582d1b4c809429`	completed	April 10, 2026, 9:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f69ba1ef2481909bcf68a698afd3c6`	completed	May 3, 2026, 12:49 a.m.
NEDg	Description generation	`batch_69f69dad1f9c8190b48c40f49dbd396d`	completed	May 3, 2026, 12:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69f69e5fd19c819082f9fe0d26c56c9a`	completed	May 3, 2026, 1:01 a.m.

Created at: April 9, 2026, 5:36 p.m.