Triple
T4892897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Flood Insurance Program |
E109605
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
Flood Insurance Rate Maps
Flood Insurance Rate Maps are official maps created by the U.S. Federal Emergency Management Agency that delineate flood risk zones and guide floodplain management and insurance requirements.
|
E479364
|
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: Flood Insurance Rate Maps | Statement: [National Flood Insurance Program, uses, Flood Insurance Rate Maps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flood Insurance Rate Maps Context triple: [National Flood Insurance Program, uses, Flood Insurance Rate Maps]
-
A.
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.
-
B.
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.
-
C.
MapInfo Professional
MapInfo Professional is a desktop geographic information system (GIS) software application used for mapping, spatial analysis, and visualization of geographic data.
-
D.
USGS GloVis
USGS GloVis is an online portal provided by the U.S. Geological Survey for browsing, previewing, and downloading satellite imagery and other Earth observation data.
-
E.
USGS National Map
The USGS National Map is a collaborative, online mapping platform that provides public access to high-quality, nationwide geospatial data and services for visualization, analysis, and download.
- 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: Flood Insurance Rate Maps Triple: [National Flood Insurance Program, uses, Flood Insurance Rate Maps]
Generated description
Flood Insurance Rate Maps are official maps created by the U.S. Federal Emergency Management Agency that delineate flood risk zones and guide floodplain management and insurance requirements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flood Insurance Rate Maps Target entity description: Flood Insurance Rate Maps are official maps created by the U.S. Federal Emergency Management Agency that delineate flood risk zones and guide floodplain management and insurance requirements.
-
A.
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.
-
B.
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.
-
C.
MapInfo Professional
MapInfo Professional is a desktop geographic information system (GIS) software application used for mapping, spatial analysis, and visualization of geographic data.
-
D.
USGS GloVis
USGS GloVis is an online portal provided by the U.S. Geological Survey for browsing, previewing, and downloading satellite imagery and other Earth observation data.
-
E.
USGS National Map
The USGS National Map is a collaborative, online mapping platform that provides public access to high-quality, nationwide geospatial data and services for visualization, analysis, and download.
- 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_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.