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.