Triple

T22987125
Position Surface form Disambiguated ID Type / Status
Subject Utah Geological Survey E571939 entity
Predicate hasPart P35 FINISHED
Object Groundwater and Wetlands Program
The Groundwater and Wetlands Program is a division of the Utah Geological Survey that studies, monitors, and provides guidance on the state’s groundwater resources and wetland ecosystems to support sustainable management and protection.
E1565344 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: Groundwater and Wetlands Program | Statement: [Utah Geological Survey, hasPart, Groundwater and Wetlands Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Groundwater and Wetlands Program
Context triple: [Utah Geological Survey, hasPart, Groundwater and Wetlands Program]
  • A. Submerged Lands and Environmental Resources Program
    The Submerged Lands and Environmental Resources Program is a division of Florida’s environmental agency that regulates activities affecting state-owned submerged lands and wetlands to protect water resources and aquatic ecosystems.
  • B. Ground Water Quality Bureau
    The Ground Water Quality Bureau is a division of New Mexico’s environmental regulatory agency responsible for protecting and managing the quality of the state’s groundwater resources.
  • C. Wetlands Reserve Program
    The Wetlands Reserve Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to landowners to restore, protect, and enhance wetlands on their property.
  • D. USGS Water Resources Research Act Program
    The USGS Water Resources Research Act Program is a federal initiative that supports water-related research, education, and technology transfer through a network of state-based Water Resources Research Institutes across the United States.
  • E. Office of Wetlands, Oceans, and Watersheds
    The Office of Wetlands, Oceans, and Watersheds is a division of the U.S. Environmental Protection Agency that develops and implements national policies and programs to protect and restore the nation’s wetlands, coastal and marine environments, and watersheds.
  • 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: Groundwater and Wetlands Program
Triple: [Utah Geological Survey, hasPart, Groundwater and Wetlands Program]
Generated description
The Groundwater and Wetlands Program is a division of the Utah Geological Survey that studies, monitors, and provides guidance on the state’s groundwater resources and wetland ecosystems to support sustainable management and protection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Groundwater and Wetlands Program
Target entity description: The Groundwater and Wetlands Program is a division of the Utah Geological Survey that studies, monitors, and provides guidance on the state’s groundwater resources and wetland ecosystems to support sustainable management and protection.
  • A. Submerged Lands and Environmental Resources Program
    The Submerged Lands and Environmental Resources Program is a division of Florida’s environmental agency that regulates activities affecting state-owned submerged lands and wetlands to protect water resources and aquatic ecosystems.
  • B. Ground Water Quality Bureau
    The Ground Water Quality Bureau is a division of New Mexico’s environmental regulatory agency responsible for protecting and managing the quality of the state’s groundwater resources.
  • C. Wetlands Reserve Program
    The Wetlands Reserve Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to landowners to restore, protect, and enhance wetlands on their property.
  • D. USGS Water Resources Research Act Program
    The USGS Water Resources Research Act Program is a federal initiative that supports water-related research, education, and technology transfer through a network of state-based Water Resources Research Institutes across the United States.
  • E. Office of Wetlands, Oceans, and Watersheds
    The Office of Wetlands, Oceans, and Watersheds is a division of the U.S. Environmental Protection Agency that develops and implements national policies and programs to protect and restore the nation’s wetlands, coastal and marine environments, and watersheds.
  • 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.