Triple
T19504225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Department of State |
E487977
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | Bureau of Enforcement and Investigation |
—
|
NE NERFINISHED |
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 Enforcement and Investigation | Statement: [Pennsylvania Department of State, hasDivision, Bureau of Enforcement and Investigation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Enforcement and Investigation Context triple: [Pennsylvania Department of State, hasDivision, Bureau of Enforcement and Investigation]
-
A.
Investigation and Enforcement Department
The Investigation and Enforcement Department is a specialized unit of the Kenya Revenue Authority responsible for probing tax-related offences and enforcing compliance with tax laws.
-
B.
Directorate of Enforcement
The Directorate of Enforcement is a specialized law enforcement and economic intelligence agency of the Government of India responsible for investigating and prosecuting violations related to foreign exchange and money laundering laws.
-
C.
Bureau of Enforcement, Investigations, and Compliance
The Bureau of Enforcement, Investigations, and Compliance is the enforcement arm of the U.S. Federal Maritime Commission responsible for investigating potential violations of maritime laws and ensuring regulatory compliance in the international ocean shipping industry.
-
D.
Bureau of Investigation
The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
-
E.
Office of Enforcement Operations
The Office of Enforcement Operations is a component of the U.S. Department of Justice that oversees and supports complex criminal investigations and prosecutions, particularly those involving sensitive law enforcement techniques and national security matters.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Enforcement and Investigation Target entity description: The Bureau of Enforcement and Investigation is a regulatory and investigative division that enforces professional licensing laws and conducts inspections and investigations under the authority of the Pennsylvania Department of State.
-
A.
Investigation and Enforcement Department
The Investigation and Enforcement Department is a specialized unit of the Kenya Revenue Authority responsible for probing tax-related offences and enforcing compliance with tax laws.
-
B.
Directorate of Enforcement
The Directorate of Enforcement is a specialized law enforcement and economic intelligence agency of the Government of India responsible for investigating and prosecuting violations related to foreign exchange and money laundering laws.
-
C.
Bureau of Enforcement, Investigations, and Compliance
The Bureau of Enforcement, Investigations, and Compliance is the enforcement arm of the U.S. Federal Maritime Commission responsible for investigating potential violations of maritime laws and ensuring regulatory compliance in the international ocean shipping industry.
-
D.
Bureau of Investigation
The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
-
E.
Office of Enforcement Operations
The Office of Enforcement Operations is a component of the U.S. Department of Justice that oversees and supports complex criminal investigations and prosecutions, particularly those involving sensitive law enforcement techniques and national security matters.
- F. None of above. chosen
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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e635105db8819084915dc2d047188d |
completed | April 20, 2026, 2:15 p.m. |
Created at: April 10, 2026, 1:40 p.m.