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.