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.