Triple
T22987122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Utah Geological Survey |
E571939
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Geologic Hazards Program
The Geologic Hazards Program is a division of the Utah Geological Survey that evaluates, maps, and helps mitigate geologic hazards such as earthquakes, landslides, and floods to protect public safety and infrastructure in Utah.
|
E1565341
|
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: Geologic Hazards Program | Statement: [Utah Geological Survey, hasPart, Geologic Hazards Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geologic Hazards Program Context triple: [Utah Geological Survey, hasPart, Geologic Hazards Program]
-
A.
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.
-
B.
USGS Earthquake Hazards Program
The USGS Earthquake Hazards Program is a United States Geological Survey initiative that monitors earthquakes, assesses seismic hazards, and provides scientific information to reduce risks from earthquake disasters.
-
C.
Seismology and Geohazards Division
The Seismology and Geohazards Division is a specialized unit of India’s national geological agency responsible for studying earthquakes and related natural hazards to support risk assessment and mitigation efforts.
-
D.
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.
-
E.
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.
- 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: Geologic Hazards Program Triple: [Utah Geological Survey, hasPart, Geologic Hazards Program]
Generated description
The Geologic Hazards Program is a division of the Utah Geological Survey that evaluates, maps, and helps mitigate geologic hazards such as earthquakes, landslides, and floods to protect public safety and infrastructure in Utah.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geologic Hazards Program Target entity description: The Geologic Hazards Program is a division of the Utah Geological Survey that evaluates, maps, and helps mitigate geologic hazards such as earthquakes, landslides, and floods to protect public safety and infrastructure in Utah.
-
A.
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.
-
B.
USGS Earthquake Hazards Program
The USGS Earthquake Hazards Program is a United States Geological Survey initiative that monitors earthquakes, assesses seismic hazards, and provides scientific information to reduce risks from earthquake disasters.
-
C.
Seismology and Geohazards Division
The Seismology and Geohazards Division is a specialized unit of India’s national geological agency responsible for studying earthquakes and related natural hazards to support risk assessment and mitigation efforts.
-
D.
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.
-
E.
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.
- 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_69e245b535808190adef8a9df3c584db |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1829a96b8819082e0c6d7fb5d018f |
completed | April 29, 2026, 4:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd376fff08190b35d33b0db8f2e8a |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bd7f95c208190ae836554fbb958a2 |
completed | May 19, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bd8a2c470819081fbbc871391215e |
completed | May 19, 2026, 3:27 a.m. |
Created at: April 17, 2026, 3:49 p.m.