Triple
T19943564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Write Your Own insurance companies |
E479366
|
entity |
| Predicate | sellsOnBehalfOf |
P137943
|
FINISHED |
| Object | National Flood Insurance Program |
—
|
NE NERFINISHED |
How this triple was built (3 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 Program | Statement: [Write Your Own insurance companies, sellsOnBehalfOf, National Flood Insurance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Flood Insurance Program Context triple: [Write Your Own insurance companies, sellsOnBehalfOf, National Flood Insurance Program]
-
A.
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.
-
B.
National Flood Insurance Act of 1968
The National Flood Insurance Act of 1968 is a U.S. federal law that created the National Flood Insurance Program, enabling federally backed flood insurance for property owners in flood-prone areas.
-
C.
Individual Assistance Program
The Individual Assistance Program is a FEMA initiative that provides financial help and direct services to individuals and households affected by major disasters who have uninsured or underinsured necessary expenses and serious needs.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: sellsOnBehalfOf Context triple: [Write Your Own insurance companies, sellsOnBehalfOf, National Flood Insurance Program]
-
A.
builtOnBehalfOf
Indicates that something was constructed or created by one party acting as a representative or agent for another party.
-
B.
presentedOnBehalfOf
Indicates that an action, statement, or presentation was made by one party while formally representing or acting for another party.
-
C.
merchandisingPartner
Indicates a relationship where one party collaborates with another to plan, manage, or execute the promotion, display, or sale of products or services.
-
D.
cannotBeSoldBy
Indicates that one entity is not permitted or not allowed to sell another entity.
-
E.
appointedOnBehalfOf
Indicates that an appointment or designation is made by one party acting in representation of, or for the benefit of, another party.
- F. None of above. chosen
Provenance (4 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_69d8e522a17c819095165d4d24939fd8 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65a64b2788190a49c4ed40aa93b98 |
completed | April 20, 2026, 4:55 p.m. |
| PD | Predicate disambiguation | batch_69e537f47c508190853c4e009c6b5566 |
completed | April 19, 2026, 8:15 p.m. |
| PDg | Predicate description generation | batch_69e543c42c688190a22f4d31ec692377 |
completed | April 19, 2026, 9:06 p.m. |
Created at: April 10, 2026, 1:54 p.m.