Triple

T8561168
Position Surface form Disambiguated ID Type / Status
Subject Disaster Management Act, 2005 E202692 entity
Predicate containsProvisionFor P11051 FINISHED
Object State Disaster Mitigation Funds
State Disaster Mitigation Funds are dedicated financial reserves established by Indian state governments to support long-term risk reduction and preparedness measures against disasters.
E743977 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: State Disaster Mitigation Funds | Statement: [Disaster Management Act, 2005, containsProvisionFor, State Disaster Mitigation Funds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Disaster Mitigation Funds
Context triple: [Disaster Management Act, 2005, containsProvisionFor, State Disaster Mitigation Funds]
  • A. 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.
  • B. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • C. FEMA
    FEMA is an Indian law enacted in 1999 that governs foreign exchange transactions and aims to facilitate external trade and payments while promoting the orderly development of the country’s foreign exchange market.
  • D. National Flood Insurance Program
    The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
  • E. Central Emergency Response Fund
    The Central Emergency Response Fund is a United Nations global humanitarian fund that provides rapid, flexible financing to enable timely and life-saving assistance in emergencies and underfunded crises.
  • 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: State Disaster Mitigation Funds
Triple: [Disaster Management Act, 2005, containsProvisionFor, State Disaster Mitigation Funds]
Generated description
State Disaster Mitigation Funds are dedicated financial reserves established by Indian state governments to support long-term risk reduction and preparedness measures against disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Disaster Mitigation Funds
Target entity description: State Disaster Mitigation Funds are dedicated financial reserves established by Indian state governments to support long-term risk reduction and preparedness measures against disasters.
  • A. 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.
  • B. Disaster Loan Program
    The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
  • C. FEMA
    FEMA is an Indian law enacted in 1999 that governs foreign exchange transactions and aims to facilitate external trade and payments while promoting the orderly development of the country’s foreign exchange market.
  • D. National Flood Insurance Program
    The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
  • E. Central Emergency Response Fund
    The Central Emergency Response Fund is a United Nations global humanitarian fund that provides rapid, flexible financing to enable timely and life-saving assistance in emergencies and underfunded crises.
  • 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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe94af14481908b8762e0dc61f10f completed March 31, 2026, 3:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce895657188190886779180b783bf3 completed April 2, 2026, 3:20 p.m.
NEDg Description generation batch_69ce8a9ce1a08190a579f7f7a0319d01 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bdf1f148190ac832424661bd8e5 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:20 p.m.