Triple

T4674914
Position Surface form Disambiguated ID Type / Status
Subject United States Marshals Service E103654 entity
Predicate hasDivision P35 FINISHED
Object Witness Security Division
The Witness Security Division is the branch of the U.S. Marshals Service responsible for administering the federal Witness Security Program, which protects and relocates witnesses and their families.
E462505 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: Witness Security Division | Statement: [United States Marshals Service, hasDivision, Witness Security Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Witness Security Division
Context triple: [United States Marshals Service, hasDivision, Witness Security Division]
  • A. Homeland Security Division
    The Homeland Security Division is a unit within the Alabama Law Enforcement Agency responsible for coordinating the state’s efforts to prevent, protect against, and respond to terrorism and major security threats.
  • B. Security Bureau
    The Security Bureau is a specialized division of the Tokyo Metropolitan Police Department responsible for public security, counterterrorism, and the protection of key facilities and dignitaries in Tokyo.
  • C. Security Bureau
    The Security Bureau is the Hong Kong government department responsible for public security, law and order, immigration, and emergency management.
  • D. Office of Security
    The Office of Security is a NATO International Staff unit responsible for developing, implementing, and overseeing security policies and measures to protect NATO personnel, information, and facilities.
  • E. Central Security Service
    The Central Security Service is a U.S. military cryptologic organization that coordinates signals intelligence and information assurance activities across the armed forces in partnership with the National Security Agency.
  • 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: Witness Security Division
Triple: [United States Marshals Service, hasDivision, Witness Security Division]
Generated description
The Witness Security Division is the branch of the U.S. Marshals Service responsible for administering the federal Witness Security Program, which protects and relocates witnesses and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Witness Security Division
Target entity description: The Witness Security Division is the branch of the U.S. Marshals Service responsible for administering the federal Witness Security Program, which protects and relocates witnesses and their families.
  • A. Judicial Security Division
    The Judicial Security Division is a branch of the U.S. Marshals Service responsible for protecting federal judges, courthouses, and other components of the federal judicial system.
  • B. Homeland Security Division
    The Homeland Security Division is a unit within the Alabama Law Enforcement Agency responsible for coordinating the state’s efforts to prevent, protect against, and respond to terrorism and major security threats.
  • C. Security Bureau
    The Security Bureau is a specialized division of the Tokyo Metropolitan Police Department responsible for public security, counterterrorism, and the protection of key facilities and dignitaries in Tokyo.
  • D. Security Bureau
    The Security Bureau is the Hong Kong government department responsible for public security, law and order, immigration, and emergency management.
  • E. Office of Security
    The Office of Security is a NATO International Staff unit responsible for developing, implementing, and overseeing security policies and measures to protect NATO personnel, information, and facilities.
  • 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_69be039c4c58819099e93e01badbade5 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be0761fd8081909a078e5e526cb03c completed March 21, 2026, 2:50 a.m.
NED2 Entity disambiguation (via description) batch_69be07be0d1c8190b9ae7313e8151be9 completed March 21, 2026, 2:51 a.m.
Created at: March 20, 2026, 1:15 p.m.