Triple
T6970039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foreign Exchange Management Act, 1999 |
E161576
|
entity |
| Predicate | enforcedBy |
P1115
|
FINISHED |
| Object |
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.
|
E633188
|
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: Directorate of Enforcement | Statement: [Foreign Exchange Management Act, 1999, enforcedBy, Directorate of Enforcement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Directorate of Enforcement Context triple: [Foreign Exchange Management Act, 1999, enforcedBy, Directorate of Enforcement]
-
A.
Directorate of Enforcement Programs
The Directorate of Enforcement Programs is a division of the U.S. Occupational Safety and Health Administration responsible for developing, coordinating, and overseeing national workplace safety and health enforcement policies and initiatives.
-
B.
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.
-
C.
Office of Enforcement
The Office of Enforcement is a division within the U.S. Bureau of Safety and Environmental Enforcement responsible for ensuring compliance with offshore energy safety and environmental regulations through inspections, investigations, and enforcement actions.
-
D.
Division of Enforcement
The Division of Enforcement is the branch of the U.S. Securities and Exchange Commission responsible for investigating potential securities law violations and pursuing civil enforcement actions.
-
E.
Enforcement Division
The Enforcement Division is a specialized branch of the Supreme People's Court of China responsible for overseeing and directing the implementation and execution of court judgments nationwide.
- 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: Directorate of Enforcement Triple: [Foreign Exchange Management Act, 1999, enforcedBy, Directorate of Enforcement]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Directorate of Enforcement Target entity description: 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.
-
A.
Directorate of Enforcement Programs
The Directorate of Enforcement Programs is a division of the U.S. Occupational Safety and Health Administration responsible for developing, coordinating, and overseeing national workplace safety and health enforcement policies and initiatives.
-
B.
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.
-
C.
Office of Enforcement
The Office of Enforcement is a division within the U.S. Bureau of Safety and Environmental Enforcement responsible for ensuring compliance with offshore energy safety and environmental regulations through inspections, investigations, and enforcement actions.
-
D.
Division of Enforcement
The Division of Enforcement is the branch of the U.S. Securities and Exchange Commission responsible for investigating potential securities law violations and pursuing civil enforcement actions.
-
E.
Enforcement Division
The Enforcement Division is a specialized branch of the Supreme People's Court of China responsible for overseeing and directing the implementation and execution of court judgments nationwide.
- F. None of above. chosen
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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db1649288190a52c7dab57b3c7dc |
completed | March 27, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7619ebab88190916e3d68068ed71d |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7630440508190a66f218fd912d732 |
completed | March 28, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7639747b88190b3429817d53c5703 |
completed | March 28, 2026, 5:13 a.m. |
Created at: March 27, 2026, 2:30 p.m.