Triple

T882976
Position Surface form Disambiguated ID Type / Status
Subject United States Marshals Service E19067 entity
Predicate hasPredecessor P97 FINISHED
Object Office of the United States Marshal
The Office of the United States Marshal was the early federal law enforcement office responsible for carrying out orders of U.S. courts and supporting the functioning of the federal justice system before the modern Marshals Service was established.
E19067 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: Office of the United States Marshal | Statement: [United States Marshals Service, hasPredecessor, Office of the United States Marshal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of the United States Marshal
Context triple: [United States Marshals Service, hasPredecessor, Office of the United States Marshal]
  • A. 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.
  • B. Homeland Security Bureau
    The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
  • C. United States Department of Justice
    The United States Department of Justice is the federal executive department responsible for enforcing U.S. law, ensuring public safety, and overseeing agencies such as the FBI and the Bureau of Prisons.
  • D. Diplomatic Security Service
    The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
  • E. United States Secret Service
    The United States Secret Service is a federal law enforcement agency best known for protecting the U.S. president and other national leaders, as well as investigating financial and cyber crimes.
  • 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: Office of the United States Marshal
Triple: [United States Marshals Service, hasPredecessor, Office of the United States Marshal]
Generated description
The Office of the United States Marshal was the early federal law enforcement office responsible for carrying out orders of U.S. courts and supporting the functioning of the federal justice system before the modern Marshals Service was established.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of the United States Marshal
Target entity description: The Office of the United States Marshal was the early federal law enforcement office responsible for carrying out orders of U.S. courts and supporting the functioning of the federal justice system before the modern Marshals Service was established.
  • A. United States Marshals Service chosen
    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.
  • B. Homeland Security Bureau
    The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
  • C. United States Department of Justice
    The United States Department of Justice is the federal executive department responsible for enforcing U.S. law, ensuring public safety, and overseeing agencies such as the FBI and the Bureau of Prisons.
  • D. Diplomatic Security Service
    The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
  • E. United States Secret Service
    The United States Secret Service is a federal law enforcement agency best known for protecting the U.S. president and other national leaders, as well as investigating financial and cyber crimes.
  • F. None of above.

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_69a7c01f00f48190b954db4a0cb5baa8 completed March 4, 2026, 5:16 a.m.
NEDg Description generation batch_69a7c088506c81908a9e8ac91cb5b69d completed March 4, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69a7c10b114c8190831a95519dd185a2 completed March 4, 2026, 5:20 a.m.
Created at: March 1, 2026, 7:39 p.m.