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 |
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 U.S. Marshal | Statement: [U.S. Marshal, relatedTo, Deputy U.S. Marshal]
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.
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 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.
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.
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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903c172788190b92042e9d10a48bf |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f47281ea7c819081921bc125f8895f |
completed | May 1, 2026, 9:29 a.m. |
| NEDg | Description generation | batch_69f47b7d4ef081908f7f87d90c00d9ed |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47de8c9e48190af01918c9cd94c7d |
completed | May 1, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:46 p.m.