Triple

T11997473
Position Surface form Disambiguated ID Type / Status
Subject U.S. Marshal E285566 entity
Predicate relatedTo P37 FINISHED
Object Deputy U.S. Marshal
A Deputy U.S. Marshal is a federal law enforcement officer who serves under the U.S. Marshals Service, carrying out duties such as apprehending fugitives, transporting prisoners, and protecting the federal judiciary.
 E285566 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Deputy U.S. Marshal | Statement: [U.S. Marshal, relatedTo, Deputy U.S. Marshal]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deputy U.S. Marshal
Context triple: [U.S. Marshal, relatedTo, Deputy U.S. Marshal]
  • A. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • B. Sherriff’s Deputy
    Sherriff’s Deputy is a Thoroughbred racehorse known for being sired by the stallion Curlin.
  • C. U.S. Marshals
    U.S. Marshals is a 1998 American action thriller film and spin-off of The Fugitive, following a team of U.S. Marshals led by Tommy Lee Jones as they pursue a fugitive played by Wesley Snipes.
  • D. Sherriff
    Sherriff is an English surname most notably borne by R. C. Sherriff, the playwright and screenwriter known for works such as "Journey's End."
  • E. Sheriff
    The Sheriff is the elected chief law enforcement official of a county, responsible for overseeing public safety, managing the sheriff’s office, and operating the county jail.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deputy U.S. Marshal
Target entity description: A Deputy U.S. Marshal is a federal law enforcement officer who serves under the U.S. Marshals Service, carrying out duties such as apprehending fugitives, transporting prisoners, and protecting the federal judiciary.
  • A. U.S. Marshal chosen
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • B. Sherriff’s Deputy
    Sherriff’s Deputy is a Thoroughbred racehorse known for being sired by the stallion Curlin.
  • C. U.S. Marshals
    U.S. Marshals is a 1998 American action thriller film and spin-off of The Fugitive, following a team of U.S. Marshals led by Tommy Lee Jones as they pursue a fugitive played by Wesley Snipes.
  • D. Sherriff
    Sherriff is an English surname most notably borne by R. C. Sherriff, the playwright and screenwriter known for works such as "Journey's End."
  • E. Sheriff
    The Sheriff is the elected chief law enforcement official of a county, responsible for overseeing public safety, managing the sheriff’s office, and operating the county jail.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Deputy U.S. Marshal
Triple: [U.S. Marshal, relatedTo, Deputy U.S. Marshal]
Generated description
A Deputy U.S. Marshal is a federal law enforcement officer who serves under the U.S. Marshals Service, carrying out duties such as apprehending fugitives, transporting prisoners, and protecting the federal judiciary.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ab44a77c8190a652f4b27164e4ef elicitation completed
NER batch_69d903c172788190b92042e9d10a48bf ner completed
NED1 batch_69f47281ea7c819081921bc125f8895f ned_source_triple completed
NED2 batch_69f47de8c9e48190af01918c9cd94c7d ned_description completed
NEDg batch_69f47b7d4ef081908f7f87d90c00d9ed nedg completed
Created at: April 8, 2026, 9:46 p.m.