Triple

T6970030
Position Surface form Disambiguated ID Type / Status
Subject Foreign Exchange Management Act, 1999 E161576 entity
Predicate alsoKnownAs P39 FINISHED
Object FEMA 1999
FEMA 1999 is an Indian law that regulates foreign exchange transactions and external trade to facilitate orderly development and maintenance of the country’s foreign exchange market.
E633187 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: FEMA 1999 | Statement: [Foreign Exchange Management Act, 1999, alsoKnownAs, FEMA 1999]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FEMA 1999
Context triple: [Foreign Exchange Management Act, 1999, alsoKnownAs, FEMA 1999]
  • A. Disaster Mitigation Act of 2000
    The Disaster Mitigation Act of 2000 is a U.S. federal law that established a national framework and funding incentives for state and local governments to reduce long-term risks from natural and man-made hazards through pre-disaster planning and mitigation.
  • B. FEMA Public Assistance Program and Policy Guide
    The FEMA Public Assistance Program and Policy Guide is a comprehensive manual issued by the Federal Emergency Management Agency that consolidates and explains the rules, eligibility criteria, and procedures for providing federal disaster recovery funding to state, local, tribal, and territorial governments and certain nonprofits.
  • C. Hyogo Framework for Action 2005–2015
    The Hyogo Framework for Action 2005–2015 was a global blueprint adopted by UN member states to systematically reduce disaster risks and build the resilience of nations and communities.
  • D. Federal Emergency Management Agency floodplain mapping program
    The Federal Emergency Management Agency floodplain mapping program is a federal initiative that produces and updates detailed flood hazard maps used to assess flood risk, guide land-use planning, and support the National Flood Insurance Program.
  • E. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • 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: FEMA 1999
Triple: [Foreign Exchange Management Act, 1999, alsoKnownAs, FEMA 1999]
Generated description
FEMA 1999 is an Indian law that regulates foreign exchange transactions and external trade to facilitate orderly development and maintenance of the country’s foreign exchange market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FEMA 1999
Target entity description: FEMA 1999 is an Indian law that regulates foreign exchange transactions and external trade to facilitate orderly development and maintenance of the country’s foreign exchange market.
  • A. Disaster Mitigation Act of 2000
    The Disaster Mitigation Act of 2000 is a U.S. federal law that established a national framework and funding incentives for state and local governments to reduce long-term risks from natural and man-made hazards through pre-disaster planning and mitigation.
  • B. FEMA Public Assistance Program and Policy Guide
    The FEMA Public Assistance Program and Policy Guide is a comprehensive manual issued by the Federal Emergency Management Agency that consolidates and explains the rules, eligibility criteria, and procedures for providing federal disaster recovery funding to state, local, tribal, and territorial governments and certain nonprofits.
  • C. Hyogo Framework for Action 2005–2015
    The Hyogo Framework for Action 2005–2015 was a global blueprint adopted by UN member states to systematically reduce disaster risks and build the resilience of nations and communities.
  • D. Federal Emergency Management Agency floodplain mapping program
    The Federal Emergency Management Agency floodplain mapping program is a federal initiative that produces and updates detailed flood hazard maps used to assess flood risk, guide land-use planning, and support the National Flood Insurance Program.
  • E. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • 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.