Triple
T7631128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy U.S. Marshal Samuel Gerard |
E172760
|
entity |
| Predicate | leads |
P3717
|
FINISHED |
| Object | U.S. Marshals fugitive task force |
E103657
|
NE FINISHED |
How this triple was built (2 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: U.S. Marshals fugitive task force | Statement: [Deputy U.S. Marshal Samuel Gerard, leads, U.S. Marshals fugitive task force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Marshals fugitive task force Context triple: [Deputy U.S. Marshal Samuel Gerard, leads, U.S. Marshals fugitive task force]
-
A.
Joint Fugitive Task Forces
chosen
Joint Fugitive Task Forces are specialized multi-agency law enforcement teams in the United States that coordinate efforts to locate and apprehend dangerous fugitives.
-
B.
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.
-
C.
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.
-
D.
FBI Hostage Rescue Team
The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
-
E.
Joint Terrorism Task Force
The Joint Terrorism Task Force is a multi-agency U.S. law enforcement partnership led by the FBI that coordinates intelligence and operations to prevent and investigate terrorism-related activities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6faa4d2808190942129110711788b |
completed | March 27, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c870b3984c8190b16a49415556a27d |
completed | March 29, 2026, 12:22 a.m. |
Created at: March 27, 2026, 3:56 p.m.