Triple

T510753
Position Surface form Disambiguated ID Type / Status
Subject United States Geological Survey E10600 entity
Predicate operates P24 FINISHED
Object Earthquake Hazards Program
The Earthquake Hazards Program is a U.S. government initiative that monitors seismic activity, assesses earthquake risks, and develops tools and information to reduce earthquake-related losses.
E10600 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: Earthquake Hazards Program | Statement: [United States Geological Survey, operates, Earthquake Hazards Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Earthquake Hazards Program
Context triple: [United States Geological Survey, operates, Earthquake Hazards Program]
  • A. Berkeley Seismological Laboratory
    The Berkeley Seismological Laboratory is a research and monitoring center at UC Berkeley dedicated to studying earthquakes and Earth’s interior through seismology.
  • B. Seismological Society of America
    The Seismological Society of America is a scientific organization dedicated to the study of earthquakes and the promotion of seismology research and education.
  • C. Earthquake Research Institute, University of Tokyo
    The Earthquake Research Institute at the University of Tokyo is a leading Japanese research center dedicated to the scientific study of earthquakes, volcanoes, and related geophysical phenomena.
  • D. Geophysical Service Incorporated
    Geophysical Service Incorporated was an early geophysical exploration company that evolved into Texas Instruments, playing a foundational role in the development of modern electronics and semiconductor technology.
  • E. 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.
  • 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: Earthquake Hazards Program
Triple: [United States Geological Survey, operates, Earthquake Hazards Program]
Generated description
The Earthquake Hazards Program is a U.S. government initiative that monitors seismic activity, assesses earthquake risks, and develops tools and information to reduce earthquake-related losses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Earthquake Hazards Program
Target entity description: The Earthquake Hazards Program is a U.S. government initiative that monitors seismic activity, assesses earthquake risks, and develops tools and information to reduce earthquake-related losses.
  • A. Berkeley Seismological Laboratory
    The Berkeley Seismological Laboratory is a research and monitoring center at UC Berkeley dedicated to studying earthquakes and Earth’s interior through seismology.
  • B. Seismological Society of America
    The Seismological Society of America is a scientific organization dedicated to the study of earthquakes and the promotion of seismology research and education.
  • C. Earthquake Research Institute, University of Tokyo
    The Earthquake Research Institute at the University of Tokyo is a leading Japanese research center dedicated to the scientific study of earthquakes, volcanoes, and related geophysical phenomena.
  • D. Geophysical Service Incorporated
    Geophysical Service Incorporated was an early geophysical exploration company that evolved into Texas Instruments, playing a foundational role in the development of modern electronics and semiconductor technology.
  • E. United States Geological Survey chosen
    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.
  • F. None of above.

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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f165b91c81908c2d2ba15c64b956 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a14e37208190b4df8e75b6fe03fb completed March 1, 2026, 8:27 p.m.
NEDg Description generation batch_69a4a1d418d48190b69a8dc3f3554afc completed March 1, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69a4a27329fc8190aeb227266396c1a7 completed March 1, 2026, 8:32 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.