Triple

T882995

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marshals Service	`E19067`	entity
Predicate	alsoKnownAs	`P39`	FINISHED
Object	WITSEC Program The WITSEC Program is the U.S. federal witness protection program that safeguards witnesses and their families by relocating and providing them with new identities in exchange for their cooperation in criminal prosecutions.	`E103656`	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: WITSEC Program | Statement: [United States Marshals Service, alsoKnownAs, WITSEC Program]

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

Target entity: WITSEC Program
Context triple: [United States Marshals Service, alsoKnownAs, WITSEC Program]

A. Vanguard program
The Vanguard program was an early U.S. Navy–run satellite project during the Cold War that aimed to launch some of the first American satellites into Earth orbit as part of the International Geophysical Year.
B. Maritime Security Program
The Maritime Security Program is a U.S. government initiative that ensures a fleet of commercially operated, militarily useful vessels is available to support national defense and emergency sealift needs.
C. National Security Law Program
The National Security Law Program is a specialized academic initiative at Columbia Law School focused on the legal, policy, and institutional frameworks governing national security and related issues.
D. National Industrial Security Program
The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
E. Controlled Unclassified Information program
The Controlled Unclassified Information program is a U.S. federal initiative that standardizes how sensitive but unclassified information is marked, handled, and protected across government agencies and their partners.
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: WITSEC Program
Triple: [United States Marshals Service, alsoKnownAs, WITSEC Program]

Generated description

The WITSEC Program is the U.S. federal witness protection program that safeguards witnesses and their families by relocating and providing them with new identities in exchange for their cooperation in criminal prosecutions.

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

Target entity: WITSEC Program
Target entity description: The WITSEC Program is the U.S. federal witness protection program that safeguards witnesses and their families by relocating and providing them with new identities in exchange for their cooperation in criminal prosecutions.

A. Vanguard program
The Vanguard program was an early U.S. Navy–run satellite project during the Cold War that aimed to launch some of the first American satellites into Earth orbit as part of the International Geophysical Year.
B. Maritime Security Program
The Maritime Security Program is a U.S. government initiative that ensures a fleet of commercially operated, militarily useful vessels is available to support national defense and emergency sealift needs.
C. National Security Law Program
The National Security Law Program is a specialized academic initiative at Columbia Law School focused on the legal, policy, and institutional frameworks governing national security and related issues.
D. National Industrial Security Program
The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
E. Controlled Unclassified Information program
The Controlled Unclassified Information program is a U.S. federal initiative that standardizes how sensitive but unclassified information is marked, handled, and protected across government agencies and their partners.
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_69a4939c32488190a7ccd41cf0abb22b`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4accda4148190aa628dab14d7f5de`	completed	March 1, 2026, 9:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7b85883c481909261bde7fdebcde1`	completed	March 4, 2026, 4:43 a.m.
NEDg	Description generation	`batch_69a7b95117e881908efe83c0f8b685fe`	completed	March 4, 2026, 4:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7b9a6edd48190a1feff7e887f76ba`	completed	March 4, 2026, 4:48 a.m.

Created at: March 1, 2026, 7:39 p.m.