Triple

T9707436
Position Surface form Disambiguated ID Type / Status
Subject Forbes State Forest E234935 entity
Predicate managedBy P86 FINISHED
Object Pennsylvania Department of Conservation and Natural Resources E212479 NE FINISHED

How this triple was built (2 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: Pennsylvania Department of Conservation and Natural Resources | Statement: [Forbes State Forest, managedBy, Pennsylvania Department of Conservation and Natural Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Department of Conservation and Natural Resources
Context triple: [Forbes State Forest, managedBy, Pennsylvania Department of Conservation and Natural Resources]
  • A. Pennsylvania Department of Conservation and Natural Resources chosen
    The Pennsylvania Department of Conservation and Natural Resources is the state agency responsible for managing Pennsylvania’s state parks, forests, and natural resources, promoting conservation, recreation, and environmental stewardship.
  • B. Pennsylvania Game Commission
    The Pennsylvania Game Commission is the state agency responsible for managing and protecting wildlife, enforcing hunting and trapping laws, and overseeing game lands in Pennsylvania.
  • C. Pennsylvania Department of Environmental Protection
    The Pennsylvania Department of Environmental Protection is the state agency responsible for enforcing environmental laws and regulations, overseeing air and water quality, and protecting natural resources in Pennsylvania.
  • D. Pennsylvania Natural Heritage Program
    The Pennsylvania Natural Heritage Program is a conservation initiative that identifies, monitors, and helps protect the state’s rare species and significant natural habitats.
  • E. Pennsylvania Fish and Boat Commission
    The Pennsylvania Fish and Boat Commission is a state agency responsible for managing and protecting Pennsylvania’s fish, reptiles, amphibians, and boating opportunities through regulation, conservation, and public education.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca84cc78808190a56f3402b7c139a7 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9da4c53c81908ba4bfe4d9ca8814 completed April 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1913aa6e4819081964cf9bcf24fca completed April 4, 2026, 10:31 p.m.
Created at: March 30, 2026, 8:19 p.m.