Triple

T12926756
Position Surface form Disambiguated ID Type / Status
Subject USGS Water Resources Mission Area E309262 entity
Predicate oversees P46 FINISHED
Object USGS Water Availability and Use Science Program
The USGS Water Availability and Use Science Program is a U.S. Geological Survey initiative that conducts research and provides data and tools to assess, quantify, and forecast the nation’s water resources and their use.
E309262 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 Water Availability and Use Science Program | Statement: [USGS Water Resources Mission Area, oversees, USGS Water Availability and Use Science Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USGS Water Availability and Use Science Program
Context triple: [USGS Water Resources Mission Area, oversees, USGS Water Availability and Use Science Program]
  • A. 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.
  • B. Water Resources Program (Washington State Department of Ecology)
    The Water Resources Program is a division of Washington State’s Department of Ecology responsible for managing, allocating, and protecting the state’s water resources for people and the environment.
  • C. National Water Information System
    The National Water Information System is a comprehensive U.S. database and platform that provides access to nationwide water resources data, including streamflow, groundwater levels, water quality, and water use.
  • D. National Water Center
    The National Water Center is a research institution in the United Arab Emirates focused on advancing knowledge, technology, and policy for sustainable water resources management in arid regions.
  • E. Division of Integrated Regional Water Management
    The Division of Integrated Regional Water Management is a branch of California’s Department of Water Resources that supports and coordinates regional efforts to sustainably manage water resources through planning, funding, and technical assistance.
  • 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 Water Availability and Use Science Program
Triple: [USGS Water Resources Mission Area, oversees, USGS Water Availability and Use Science Program]
Generated description
The USGS Water Availability and Use Science Program is a U.S. Geological Survey initiative that conducts research and provides data and tools to assess, quantify, and forecast the nation’s water resources and their use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USGS Water Availability and Use Science Program
Target entity description: The USGS Water Availability and Use Science Program is a U.S. Geological Survey initiative that conducts research and provides data and tools to assess, quantify, and forecast the nation’s water resources and their use.
  • A. USGS Water Resources Mission Area chosen
    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.
  • B. Water Resources Program (Washington State Department of Ecology)
    The Water Resources Program is a division of Washington State’s Department of Ecology responsible for managing, allocating, and protecting the state’s water resources for people and the environment.
  • C. National Water Information System
    The National Water Information System is a comprehensive U.S. database and platform that provides access to nationwide water resources data, including streamflow, groundwater levels, water quality, and water use.
  • D. National Water Center
    The National Water Center is a research institution in the United Arab Emirates focused on advancing knowledge, technology, and policy for sustainable water resources management in arid regions.
  • E. Division of Integrated Regional Water Management
    The Division of Integrated Regional Water Management is a branch of California’s Department of Water Resources that supports and coordinates regional efforts to sustainably manage water resources through planning, funding, and technical assistance.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971eb17c88190bf523da897172a0c completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af64905c8190b0f2adb66c17c476 completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b19fbe3881909e08628c0672388b completed May 3, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6b5d11960819092c920f19eaad540 completed May 3, 2026, 2:41 a.m.
Created at: April 9, 2026, 5:42 p.m.