Triple
T4177654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amory B. Lovins |
E86515
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | sustainability advocate |
C486
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: sustainability advocate Context triple: [Amory B. Lovins, instanceOf, sustainability advocate]
-
A.
environmentalist
chosen
An environmentalist is a person who is concerned with protecting the natural environment and advocates for sustainable practices to preserve ecosystems and resources for current and future generations.
-
B.
environmental sustainability goal
An environmental sustainability goal is a specific, measurable objective aimed at preserving or improving natural ecosystems and resources while minimizing negative human impact on the environment over time.
-
C.
social activist
A social activist is an individual who actively works to promote, impede, direct, or intervene in social, political, economic, or environmental reform to create positive change in society.
-
D.
cultural advocate
A cultural advocate is an individual who actively promotes, protects, and amplifies the values, traditions, and creative expressions of a particular community or culture within broader social, political, and institutional contexts.
-
E.
ocean governance advocate
An ocean governance advocate is a professional who promotes, shapes, and defends policies and practices that ensure the sustainable, equitable, and legally sound management of marine environments and resources.
- F. None of above.
Provenance (1 batch)
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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
Created at: March 9, 2026, 3:45 p.m.