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.