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.