Triple

T20101957
Position Surface form Disambiguated ID Type / Status
Subject Lawrence B. Slobodkin E496564 entity
Predicate notableWork P4 FINISHED
Object A Citizen’s Guide to Ecology NE NERFINISHED

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: A Citizen’s Guide to Ecology | Statement: [Lawrence B. Slobodkin, notableWork, A Citizen’s Guide to Ecology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Citizen’s Guide to Ecology
Context triple: [Lawrence B. Slobodkin, notableWork, A Citizen’s Guide to Ecology]
  • A. "A Citizen’s Guide to Ecology" chosen
    "A Citizen’s Guide to Ecology" is an accessible, non-technical book by ecologist Lawrence B. Slobodkin that introduces lay readers to key ecological principles and their relevance to everyday environmental issues.
  • B. The Three Ecologies
    The Three Ecologies is a short philosophical work by Félix Guattari that proposes an expanded notion of ecology encompassing environmental, social, and mental dimensions to address contemporary capitalist and ecological crises.
  • C. Toward an Ecological Society
    Toward an Ecological Society is a collection of essays by social theorist Murray Bookchin that outlines his vision of a decentralized, ecological, and libertarian socialist society.
  • D. The Ecology of Freedom
    The Ecology of Freedom is a seminal 1982 work of social ecology by Murray Bookchin that explores the historical roots of hierarchy and domination and argues for a decentralized, ecological, and liberatory society.
  • E. Ecology and Society
    Ecology and Society is a peer-reviewed interdisciplinary journal focusing on the relationships between ecological systems and human societies, particularly in the context of sustainability and resilience.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66670a5b48190afe06c8a582bba3d completed April 20, 2026, 5:46 p.m.
Created at: April 11, 2026, 11:27 p.m.