Triple
T14706131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USGS Volcano Hazards Program |
E345434
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
USGS Natural Hazards Mission Area
The USGS Natural Hazards Mission Area is a division of the U.S. Geological Survey that coordinates research, monitoring, and risk reduction efforts for a range of natural threats such as earthquakes, volcanoes, landslides, and coastal hazards.
|
E1116158
|
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: USGS Natural Hazards Mission Area | Statement: [USGS Volcano Hazards Program, partOf, USGS Natural Hazards Mission Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USGS Natural Hazards Mission Area Context triple: [USGS Volcano Hazards Program, partOf, USGS Natural Hazards Mission Area]
-
A.
USGS National Seismic Hazard Model
The USGS National Seismic Hazard Model is a comprehensive, nationwide assessment that estimates the likelihood and intensity of earthquake shaking across the United States to inform building codes, risk mitigation, and public safety planning.
-
B.
USGS Water Resources Mission Area
The USGS Water Resources Mission Area is a division of the U.S. Geological Survey responsible for assessing, monitoring, and researching the nation’s water resources to support science-based management and policy.
-
C.
United States Geological Survey
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
-
D.
national landslide warning service
The national landslide warning service is Norway’s official system for monitoring slope stability and issuing alerts to protect people and infrastructure from landslides and related natural hazards.
-
E.
USGS Cascades Volcano Observatory
The USGS Cascades Volcano Observatory is a United States Geological Survey research and monitoring center focused on studying and tracking volcanic activity in the Cascade Range and surrounding regions.
- 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: USGS Natural Hazards Mission Area Triple: [USGS Volcano Hazards Program, partOf, USGS Natural Hazards Mission Area]
Generated description
The USGS Natural Hazards Mission Area is a division of the U.S. Geological Survey that coordinates research, monitoring, and risk reduction efforts for a range of natural threats such as earthquakes, volcanoes, landslides, and coastal hazards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USGS Natural Hazards Mission Area Target entity description: The USGS Natural Hazards Mission Area is a division of the U.S. Geological Survey that coordinates research, monitoring, and risk reduction efforts for a range of natural threats such as earthquakes, volcanoes, landslides, and coastal hazards.
-
A.
USGS National Seismic Hazard Model
The USGS National Seismic Hazard Model is a comprehensive, nationwide assessment that estimates the likelihood and intensity of earthquake shaking across the United States to inform building codes, risk mitigation, and public safety planning.
-
B.
USGS Water Resources Mission Area
The USGS Water Resources Mission Area is a division of the U.S. Geological Survey responsible for assessing, monitoring, and researching the nation’s water resources to support science-based management and policy.
-
C.
United States Geological Survey
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
-
D.
national landslide warning service
The national landslide warning service is Norway’s official system for monitoring slope stability and issuing alerts to protect people and infrastructure from landslides and related natural hazards.
-
E.
USGS Cascades Volcano Observatory
The USGS Cascades Volcano Observatory is a United States Geological Survey research and monitoring center focused on studying and tracking volcanic activity in the Cascade Range and surrounding regions.
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb6086c608190a66c64e23a3e002f |
completed | April 14, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf087ce8c819081a7186df67bcf1f |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf2a63cc88190b3670378c54c96b6 |
completed | May 8, 2026, 2:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf31fcb4081908a88cf4d4c5ddced |
completed | May 8, 2026, 2:28 p.m. |
Created at: April 10, 2026, 1:28 a.m.