Triple
T4117358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waco siege |
E90324
|
entity |
| Predicate | lawEnforcementAgencyInvolved |
P25776
|
FINISHED |
| Object | Bureau of Alcohol, Tobacco, and Firearms |
E10093
|
NE FINISHED |
How this triple was built (3 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: Bureau of Alcohol, Tobacco, and Firearms | Statement: [Waco siege, lawEnforcementAgencyInvolved, Bureau of Alcohol, Tobacco, and Firearms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Alcohol, Tobacco, and Firearms Context triple: [Waco siege, lawEnforcementAgencyInvolved, Bureau of Alcohol, Tobacco, and Firearms]
-
A.
Bureau of Alcohol, Tobacco, Firearms and Explosives
chosen
The Bureau of Alcohol, Tobacco, Firearms and Explosives (ATF) is a U.S. federal law enforcement agency responsible for enforcing federal firearms and explosives laws and regulating aspects of the alcohol and tobacco industries.
-
B.
Bureau of Prohibition
The Bureau of Prohibition was a U.S. federal law enforcement agency responsible for enforcing national alcohol prohibition in the early 20th century.
-
C.
Alcohol and Tobacco Tax and Trade Bureau
The Alcohol and Tobacco Tax and Trade Bureau is a U.S. federal agency responsible for regulating and taxing the alcohol, tobacco, firearms, and ammunition industries to ensure compliance with federal laws and generate revenue.
-
D.
Drug Enforcement Administration
The Drug Enforcement Administration is a United States federal law enforcement agency responsible for combating drug trafficking and distribution and enforcing the nation’s controlled substances laws.
-
E.
Servicio de Impuestos Internos
Servicio de Impuestos Internos is Chile’s national tax authority responsible for administering and enforcing the country’s tax laws and regulations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: lawEnforcementAgencyInvolved Context triple: [Waco siege, lawEnforcementAgencyInvolved, Bureau of Alcohol, Tobacco, and Firearms]
-
A.
enforcementAgency
chosen
Indicates that one entity serves as the authority responsible for enforcing laws, rules, or regulations related to another entity.
-
B.
lawEnforcementResponse
Indicates the actions or measures taken by law enforcement agencies in reaction to an incident, behavior, or situation.
-
C.
intelligenceAgencyInvolved
Indicates that an intelligence agency participates in, influences, or is otherwise involved in the referenced event, operation, or relationship.
-
D.
typeOfLawEnforcement
Indicates that one entity is a specific kind or category of law enforcement associated with another entity.
-
E.
hasPoliceDepartment
Indicates that an entity possesses, is served by, or is administratively associated with a police department.
- F. None of above.
Provenance (4 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_69aed95c080881908125e30c5dcdc6f8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0246e40081908ad6741a830ca68e |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576abe02081908a1b0322758089bd |
completed | March 14, 2026, 2:54 p.m. |
| PD | Predicate disambiguation | batch_69af01867698819098e4144634b2ec4f |
completed | March 9, 2026, 5:21 p.m. |
Created at: March 9, 2026, 3:41 p.m.