Triple

T6970023
Position Surface form Disambiguated ID Type / Status
Subject Foreign Exchange Management Act, 1999 E161576 entity
Predicate shortName P43 FINISHED
Object 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.
E633185 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 | Statement: [Foreign Exchange Management Act, 1999, shortName, FEMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FEMA
Context triple: [Foreign Exchange Management Act, 1999, shortName, FEMA]
  • A. Federal Emergency Management Agency
    The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
  • B. Office for Domestic Preparedness
    The Office for Domestic Preparedness was a U.S. federal agency responsible for enhancing the nation’s capacity to prevent, respond to, and recover from domestic terrorist attacks and other major emergencies, primarily through training, exercises, and grant programs for state and local authorities.
  • C. FEMA Region IV
    FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
  • D. FEMA Region IX
    FEMA Region IX is the Federal Emergency Management Agency’s regional office responsible for coordinating disaster preparedness, response, and recovery across several western U.S. states and Pacific territories.
  • E. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • 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
Triple: [Foreign Exchange Management Act, 1999, shortName, FEMA]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FEMA
Target entity description: 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.
  • A. Federal Emergency Management Agency
    The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
  • B. Office for Domestic Preparedness
    The Office for Domestic Preparedness was a U.S. federal agency responsible for enhancing the nation’s capacity to prevent, respond to, and recover from domestic terrorist attacks and other major emergencies, primarily through training, exercises, and grant programs for state and local authorities.
  • C. FEMA Region IV
    FEMA Region IV is the southeastern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery across several states in that part of the United States.
  • D. FEMA Region IX
    FEMA Region IX is the Federal Emergency Management Agency’s regional office responsible for coordinating disaster preparedness, response, and recovery across several western U.S. states and Pacific territories.
  • E. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • 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.