Triple
T440050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Alcohol, Tobacco, Firearms and Explosives |
E10093
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
National Integrated Ballistic Information Network
The National Integrated Ballistic Information Network is a U.S. law enforcement database and imaging system that links ballistic evidence from crime scenes and firearms to help investigators identify and connect gun-related crimes nationwide.
|
E10093
|
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: National Integrated Ballistic Information Network | Statement: [Bureau of Alcohol, Tobacco, Firearms and Explosives, operates, National Integrated Ballistic Information Network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Integrated Ballistic Information Network Context triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, operates, National Integrated Ballistic Information Network]
-
A.
Bureau of Alcohol, Tobacco, Firearms and Explosives
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.
FBI Laboratory
The FBI Laboratory is the Federal Bureau of Investigation’s premier forensic science facility, providing a wide range of scientific, technical, and investigative support to law enforcement agencies.
-
C.
FBI information sharing environment
The FBI information sharing environment is the bureau’s integrated framework, systems, and policies for securely exchanging intelligence and investigative data with internal units and external partners across the law enforcement and intelligence communities.
-
D.
National Crime Records Bureau
The National Crime Records Bureau is an Indian government agency responsible for collecting, analyzing, and maintaining nationwide crime and criminal data to support law enforcement and policy-making.
-
E.
FBI Behavioral Analysis Unit
The FBI Behavioral Analysis Unit is a specialized division of the U.S. Federal Bureau of Investigation that provides criminal profiling and behavioral analysis to support investigations of violent and complex crimes.
- 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: National Integrated Ballistic Information Network Triple: [Bureau of Alcohol, Tobacco, Firearms and Explosives, operates, National Integrated Ballistic Information Network]
Generated description
The National Integrated Ballistic Information Network is a U.S. law enforcement database and imaging system that links ballistic evidence from crime scenes and firearms to help investigators identify and connect gun-related crimes nationwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Integrated Ballistic Information Network Target entity description: The National Integrated Ballistic Information Network is a U.S. law enforcement database and imaging system that links ballistic evidence from crime scenes and firearms to help investigators identify and connect gun-related crimes nationwide.
-
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.
FBI Laboratory
The FBI Laboratory is the Federal Bureau of Investigation’s premier forensic science facility, providing a wide range of scientific, technical, and investigative support to law enforcement agencies.
-
C.
FBI information sharing environment
The FBI information sharing environment is the bureau’s integrated framework, systems, and policies for securely exchanging intelligence and investigative data with internal units and external partners across the law enforcement and intelligence communities.
-
D.
National Crime Records Bureau
The National Crime Records Bureau is an Indian government agency responsible for collecting, analyzing, and maintaining nationwide crime and criminal data to support law enforcement and policy-making.
-
E.
FBI Behavioral Analysis Unit
The FBI Behavioral Analysis Unit is a specialized division of the U.S. Federal Bureau of Investigation that provides criminal profiling and behavioral analysis to support investigations of violent and complex crimes.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef2977888190a0590b2c1bd2f5da |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4366fc48c8190a10f1034a2bb579c |
completed | March 1, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_69a436b31fc8819081b0a7b49a1ad3cc |
completed | March 1, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a43755152881909a4dfa8b31a0aad6 |
completed | March 1, 2026, 12:55 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.