Triple
T882982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Marshals Service |
E19067
|
entity |
| Predicate | employerOf |
P7
|
FINISHED |
| Object |
Deputy United States Marshals
Deputy United States Marshals are federal law enforcement officers who carry out the core operational duties of the U.S. Marshals Service, including fugitive apprehension, prisoner transport, witness protection, and court security.
|
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: Deputy United States Marshals | Statement: [United States Marshals Service, employerOf, Deputy United States Marshals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deputy United States Marshals Context triple: [United States Marshals Service, employerOf, Deputy United States Marshals]
-
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.
United States Attorneys
United States Attorneys are the chief federal prosecutors in each judicial district of the United States, responsible for representing the federal government in criminal and civil cases.
-
C.
Federal Air Marshal Service
The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
-
D.
Assistant United States Attorneys
Assistant United States Attorneys are federal prosecutors who represent the United States government in criminal and civil cases in U.S. district courts.
-
E.
The Secret Service
"The Secret Service" is a 2012 spy comic book series created by Mark Millar and Dave Gibbons that follows a young man recruited into a covert British intelligence agency, serving as the basis for the film "Kingsman: The Secret Service."
- 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: Deputy United States Marshals Triple: [United States Marshals Service, employerOf, Deputy United States Marshals]
Generated description
Deputy United States Marshals are federal law enforcement officers who carry out the core operational duties of the U.S. Marshals Service, including fugitive apprehension, prisoner transport, witness protection, and court security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deputy United States Marshals Target entity description: Deputy United States Marshals are federal law enforcement officers who carry out the core operational duties of the U.S. Marshals Service, including fugitive apprehension, prisoner transport, witness protection, and court security.
-
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.
United States Attorneys
United States Attorneys are the chief federal prosecutors in each judicial district of the United States, responsible for representing the federal government in criminal and civil cases.
-
C.
Federal Air Marshal Service
The Federal Air Marshal Service is a U.S. law enforcement agency that deploys armed, undercover officers on commercial flights and in airports to detect, deter, and defeat hostile acts against civil aviation.
-
D.
Assistant United States Attorneys
Assistant United States Attorneys are federal prosecutors who represent the United States government in criminal and civil cases in U.S. district courts.
-
E.
The Secret Service
"The Secret Service" is a 2012 spy comic book series created by Mark Millar and Dave Gibbons that follows a young man recruited into a covert British intelligence agency, serving as the basis for the film "Kingsman: The Secret Service."
- 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_69a7cf55fec481908460522373cc48ba |
completed | March 4, 2026, 6:21 a.m. |
| NEDg | Description generation | batch_69a7cfecba308190ae966e2e28e474b0 |
completed | March 4, 2026, 6:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7d041893881908a2dbf7af521db4d |
completed | March 4, 2026, 6:25 a.m. |
Created at: March 1, 2026, 7:39 p.m.