Triple
T20362741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donella Meadows |
E496821
|
entity |
| Predicate | hasInfluenced |
P9
|
FINISHED |
| Object | sustainability science |
—
|
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: sustainability science | Statement: [Donella Meadows, hasInfluenced, sustainability science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: sustainability science Context triple: [Donella Meadows, hasInfluenced, sustainability science]
-
A.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
-
B.
Environmental Science, Technology & Policy
Environmental Science, Technology & Policy is an interdisciplinary academic program that integrates scientific study of the environment with technological approaches and policy analysis to address complex environmental challenges.
-
C.
ecological economics
chosen
Ecological economics is an interdisciplinary field that integrates ecological and economic principles to study sustainability, resource use, and the limits of economic growth within Earth's environmental constraints.
-
D.
School of Sustainability
The School of Sustainability is an academic unit focused on environmental and sustainability studies within the Herzliya Interdisciplinary Center in Israel.
-
E.
Center for Earth System Research and Sustainability
The Center for Earth System Research and Sustainability is a research institute at the University of Hamburg focused on interdisciplinary studies of the Earth’s climate system, environmental change, and sustainable development.
- 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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6786efd2c8190821932ddcdef1a2f |
completed | April 20, 2026, 7:03 p.m. |
Created at: April 16, 2026, 11:26 a.m.