Triple

T4892880
Position Surface form Disambiguated ID Type / Status
Subject National Flood Insurance Program E109605 entity
Predicate legalBasis P125 FINISHED
Object National Flood Insurance Act of 1968
The National Flood Insurance Act of 1968 is a U.S. federal law that created a government-backed system to provide flood insurance to property owners in flood-prone areas and to encourage communities to adopt floodplain management regulations.
E109605 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: National Flood Insurance Act of 1968 | Statement: [National Flood Insurance Program, legalBasis, National Flood Insurance Act of 1968]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Flood Insurance Act of 1968
Context triple: [National Flood Insurance Program, legalBasis, National Flood Insurance Act of 1968]
  • A. Flood Control Act of 1944
    The Flood Control Act of 1944 is a landmark U.S. law that authorized major multipurpose water projects, shaping the modern federal system for flood control, navigation, irrigation, and hydroelectric power development.
  • B. 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.
  • C. Emergency Home Finance Act of 1970
    The Emergency Home Finance Act of 1970 is a U.S. federal law that restructured the housing finance system and established Freddie Mac to expand the secondary mortgage market and support homeownership.
  • D. Rivers and Harbors Act of 1937
    The Rivers and Harbors Act of 1937 is a U.S. federal law that, among other water infrastructure measures, authorized major reclamation and water management projects in California’s Central Valley.
  • E. Stafford Act
    The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
  • 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: National Flood Insurance Act of 1968
Triple: [National Flood Insurance Program, legalBasis, National Flood Insurance Act of 1968]
Generated description
The National Flood Insurance Act of 1968 is a U.S. federal law that created a government-backed system to provide flood insurance to property owners in flood-prone areas and to encourage communities to adopt floodplain management regulations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Flood Insurance Act of 1968
Target entity description: The National Flood Insurance Act of 1968 is a U.S. federal law that created a government-backed system to provide flood insurance to property owners in flood-prone areas and to encourage communities to adopt floodplain management regulations.
  • A. Flood Control Act of 1944
    The Flood Control Act of 1944 is a landmark U.S. law that authorized major multipurpose water projects, shaping the modern federal system for flood control, navigation, irrigation, and hydroelectric power development.
  • B. National Flood Insurance Program chosen
    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.
  • C. Emergency Home Finance Act of 1970
    The Emergency Home Finance Act of 1970 is a U.S. federal law that restructured the housing finance system and established Freddie Mac to expand the secondary mortgage market and support homeownership.
  • D. Rivers and Harbors Act of 1937
    The Rivers and Harbors Act of 1937 is a U.S. federal law that, among other water infrastructure measures, authorized major reclamation and water management projects in California’s Central Valley.
  • E. Stafford Act
    The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
  • F. None of above.

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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e257b0481909fd60eb29351b6d8 completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fc2f00881908cae1e68df2019e3 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be719fca14819088006bfa592ae5d3 completed March 21, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_69be720c2ca88190beed1944a7063197 completed March 21, 2026, 10:25 a.m.
Created at: March 20, 2026, 1:28 p.m.