Triple
T19943494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flood Insurance Rate Maps |
E479364
|
entity |
| Predicate | availableAt |
P3021
|
FINISHED |
| Object |
FEMA Map Service Center
The FEMA Map Service Center is the official online portal where users can access and download FEMA’s flood hazard mapping products and related flood risk information.
|
E1403212
|
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 Map Service Center | Statement: [Flood Insurance Rate Maps, availableAt, FEMA Map Service Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FEMA Map Service Center Context triple: [Flood Insurance Rate Maps, availableAt, FEMA Map Service Center]
-
A.
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.
-
B.
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.
-
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 topographic maps
USGS topographic maps are detailed, large-scale representations of the Earth's surface produced by the U.S. Geological Survey, showing natural and man-made features with contour lines to depict elevation and terrain.
- 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 Map Service Center Triple: [Flood Insurance Rate Maps, availableAt, FEMA Map Service Center]
Generated description
The FEMA Map Service Center is the official online portal where users can access and download FEMA’s flood hazard mapping products and related flood risk information.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FEMA Map Service Center Target entity description: The FEMA Map Service Center is the official online portal where users can access and download FEMA’s flood hazard mapping products and related flood risk information.
-
A.
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.
-
B.
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.
-
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 topographic maps
USGS topographic maps are detailed, large-scale representations of the Earth's surface produced by the U.S. Geological Survey, showing natural and man-made features with contour lines to depict elevation and terrain.
- 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_69d8e522a17c819095165d4d24939fd8 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65a64b2788190a49c4ed40aa93b98 |
completed | April 20, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07f6f0c82081908dd0ba4110cec45e |
completed | May 16, 2026, 4:47 a.m. |
| NEDg | Description generation | batch_6a07f97b5b94819087241ecc97e6583f |
completed | May 16, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07f9dec2c48190bd18c2f24a87f335 |
completed | May 16, 2026, 5 a.m. |
Created at: April 10, 2026, 1:54 p.m.