Triple
T20023635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bivens doctrine |
E494921
|
entity |
| Predicate | appliesTo |
P1129
|
FINISHED |
| Object | U.S. federal agents |
—
|
NE NERFINISHED |
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. federal agents | Statement: [Bivens doctrine, appliesTo, U.S. federal agents]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. federal agents Context triple: [Bivens doctrine, appliesTo, U.S. federal agents]
-
A.
FBI special agents
FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
-
B.
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.
-
C.
United States federal officials
chosen
United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
-
D.
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.
-
E.
Policía Federal
Policía Federal was Mexico’s former federal police force responsible for nationwide law enforcement, crime prevention, and public security operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da626bfd288190aa5d65098b6433ae |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6628a1ecc8190bf6ee0bedb61e0b8 |
completed | April 20, 2026, 5:29 p.m. |
Created at: April 11, 2026, 3:35 p.m.