Triple

T12478935
Position Surface form Disambiguated ID Type / Status
Subject Delta export pumps E298251 entity
Predicate subjectTo P258 FINISHED
Object Endangered Species Act biological opinions E2258 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: Endangered Species Act biological opinions | Statement: [Delta export pumps, subjectTo, Endangered Species Act biological opinions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Endangered Species Act biological opinions
Context triple: [Delta export pumps, subjectTo, Endangered Species Act biological opinions]
  • A. U.S. Endangered Species Act chosen
    The U.S. Endangered Species Act is a landmark federal law that provides legal protection and conservation measures for species at risk of extinction and the ecosystems on which they depend.
  • B. Fish and Wildlife Coordination Act
    The Fish and Wildlife Coordination Act is a U.S. federal law that requires consideration and protection of fish and wildlife resources in the planning and implementation of water resource development projects.
  • C. United States federal wildlife protection framework
    The United States federal wildlife protection framework is the overarching system of laws, regulations, and policies designed to conserve and manage wildlife and their habitats across the country.
  • D. North American Model of Wildlife Conservation
    The North American Model of Wildlife Conservation is a framework of principles that guides wildlife management in North America, emphasizing science-based decision-making, public ownership of wildlife, and funding through user-pay systems like hunting and fishing licenses.
  • E. Federal Land Policy and Management Act
    The Federal Land Policy and Management Act is a 1976 U.S. law that established the framework for managing public lands under the Bureau of Land Management, emphasizing multiple use, environmental protection, and retention of lands in federal ownership.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dcdcd3c81908ad29145db241408 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2732a08190890493925e41a6e1 completed May 2, 2026, 6:15 p.m.
Created at: April 8, 2026, 9:56 p.m.