Triple

T20362697
Position Surface form Disambiguated ID Type / Status
Subject Donella Meadows E496821 entity
Predicate fullName P16 FINISHED
Object Donella H. Meadows E496821 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: Donella H. Meadows | Statement: [Donella Meadows, fullName, Donella H. Meadows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donella H. Meadows
Context triple: [Donella Meadows, fullName, Donella H. Meadows]
  • A. Donella Meadows chosen
    Donella Meadows was an American environmental scientist, systems thinker, and author best known for co-writing "The Limits to Growth" and pioneering work in sustainability and systems dynamics.
  • B. Dennis Meadows
    Dennis Meadows is an American scientist and systems analyst best known as a lead author of the influential 1972 report "The Limits to Growth," which modeled global resource use and environmental constraints.
  • C. Anne H. Ehrlich
    Anne H. Ehrlich is an American environmentalist and author known for her collaborative work on population, ecology, and conservation issues, often co-writing influential books and articles with her husband, biologist Paul R. Ehrlich.
  • D. Gretchen C. Daily
    Gretchen C. Daily is an American ecologist and conservation biologist renowned for pioneering the concept of ecosystem services and integrating biodiversity conservation with economic and policy decision-making.
  • E. Herman Daly
    Herman Daly was an influential American ecological economist known for pioneering the concept of a steady-state economy and critiquing unlimited economic growth on a finite planet.
  • 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_69e0b4a3f7f48190b37f354574028ca6 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6786efd2c8190821932ddcdef1a2f completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087087c86c8190b9964ba4b82abdec completed May 16, 2026, 1:26 p.m.
Created at: April 16, 2026, 11:26 a.m.