Triple

T8923424
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of Conservation and Natural Resources E212479 entity
Predicate oversees P46 FINISHED
Object Bureau of Geological Survey
The Bureau of Geological Survey is Pennsylvania’s state geologic agency responsible for studying, mapping, and providing information on the Commonwealth’s geology, mineral resources, and groundwater.
E766936 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: Bureau of Geological Survey | Statement: [Pennsylvania Department of Conservation and Natural Resources, oversees, Bureau of Geological Survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Geological Survey
Context triple: [Pennsylvania Department of Conservation and Natural Resources, oversees, Bureau of Geological Survey]
  • A. Division of Geological and Geophysical Surveys
    The Division of Geological and Geophysical Surveys is an Alaska state agency responsible for investigating, analyzing, and providing information on the state’s geology, geologic hazards, and mineral and energy resources.
  • B. 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.
  • C. Office of the State Geologist
    The Office of the State Geologist is a California state agency division responsible for providing geologic expertise, mapping, and hazard assessment to support public safety, resource management, and land-use planning.
  • D. Geological Survey of California
    The Geological Survey of California was a pioneering 19th-century scientific survey that systematically studied and mapped California’s geology, mineral resources, and natural history under state sponsorship.
  • E. Bureau of Biological Survey
    The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
  • 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: Bureau of Geological Survey
Triple: [Pennsylvania Department of Conservation and Natural Resources, oversees, Bureau of Geological Survey]
Generated description
The Bureau of Geological Survey is Pennsylvania’s state geologic agency responsible for studying, mapping, and providing information on the Commonwealth’s geology, mineral resources, and groundwater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Geological Survey
Target entity description: The Bureau of Geological Survey is Pennsylvania’s state geologic agency responsible for studying, mapping, and providing information on the Commonwealth’s geology, mineral resources, and groundwater.
  • A. Division of Geological and Geophysical Surveys
    The Division of Geological and Geophysical Surveys is an Alaska state agency responsible for investigating, analyzing, and providing information on the state’s geology, geologic hazards, and mineral and energy resources.
  • B. 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.
  • C. Office of the State Geologist
    The Office of the State Geologist is a California state agency division responsible for providing geologic expertise, mapping, and hazard assessment to support public safety, resource management, and land-use planning.
  • D. Geological Survey of California
    The Geological Survey of California was a pioneering 19th-century scientific survey that systematically studied and mapped California’s geology, mineral resources, and natural history under state sponsorship.
  • E. Bureau of Biological Survey
    The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
  • 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_69ca839481d48190b42b037e0d0f636c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6652d63881908821c8735984322a completed April 1, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba5480d48190bf126caaa882d39e completed April 3, 2026, 1:02 p.m.
NEDg Description generation batch_69cfbb0db6848190a375196a021d1bb9 completed April 3, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69cfbf7f551c819089830d16fe55599e completed April 3, 2026, 1:24 p.m.
Created at: March 30, 2026, 6:56 p.m.