Triple

T2538568
Position Surface form Disambiguated ID Type / Status
Subject Bruno Latour E56327 entity
Predicate influenced P9 FINISHED
Object environmental humanities
Environmental humanities is an interdisciplinary field that integrates insights from the arts, humanities, and social sciences to critically examine human-environment relationships and the cultural, ethical, and political dimensions of ecological issues.
E276777 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: environmental humanities | Statement: [Bruno Latour, influenced, environmental humanities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: environmental humanities
Context triple: [Bruno Latour, influenced, environmental humanities]
  • A. School of Environment, Arts and Society
    The School of Environment, Arts and Society is an academic unit focused on interdisciplinary education and research at the intersection of environmental studies, the arts, and social sciences.
  • B. Arts and Humanities
    Arts and Humanities is an academic division that encompasses disciplines focused on human culture, creativity, history, language, and thought.
  • C. Humanities and Social Sciences
    Humanities and Social Sciences is an academic division encompassing disciplines that study human culture, behavior, societies, and social relationships through qualitative and quantitative methods.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. School of Environment and Sustainability
    The School of Environment and Sustainability is an academic unit at the University of Saskatchewan focused on interdisciplinary research and graduate education in environmental science, sustainability, and resource management.
  • 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: environmental humanities
Triple: [Bruno Latour, influenced, environmental humanities]
Generated description
Environmental humanities is an interdisciplinary field that integrates insights from the arts, humanities, and social sciences to critically examine human-environment relationships and the cultural, ethical, and political dimensions of ecological issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: environmental humanities
Target entity description: Environmental humanities is an interdisciplinary field that integrates insights from the arts, humanities, and social sciences to critically examine human-environment relationships and the cultural, ethical, and political dimensions of ecological issues.
  • A. School of Environment, Arts and Society
    The School of Environment, Arts and Society is an academic unit focused on interdisciplinary education and research at the intersection of environmental studies, the arts, and social sciences.
  • B. Arts and Humanities
    Arts and Humanities is an academic division that encompasses disciplines focused on human culture, creativity, history, language, and thought.
  • C. Humanities and Social Sciences
    Humanities and Social Sciences is an academic division encompassing disciplines that study human culture, behavior, societies, and social relationships through qualitative and quantitative methods.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. School of Environment and Sustainability
    The School of Environment and Sustainability is an academic unit at the University of Saskatchewan focused on interdisciplinary research and graduate education in environmental science, sustainability, and resource management.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd298fc2481908b2925bf6a06532b completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cfc54cc8190bb43b54f873ffa63 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dd89fe48190a99b2bea591818cd completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e8583408190862ba4e13bf81cbd completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:47 p.m.