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.