Triple
T9111882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Club of Rome |
E218621
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object | Donella Meadows |
E496821
|
NE FINISHED |
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: Donella Meadows | Statement: [Club of Rome, hasKeyPerson, Donella Meadows]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donella Meadows Context triple: [Club of Rome, hasKeyPerson, Donella Meadows]
-
A.
Donella Meadows
chosen
Donella Meadows was an American environmental scientist, systems thinker, and author best known for co-writing "The Limits to Growth" and pioneering work in sustainability and systems dynamics.
-
B.
Gretchen C. Daily
Gretchen C. Daily is an American ecologist and conservation biologist renowned for pioneering the concept of ecosystem services and integrating biodiversity conservation with economic and policy decision-making.
-
C.
Anne H. Ehrlich
Anne H. Ehrlich is an American environmentalist and author known for her collaborative work on population, ecology, and conservation issues, often co-writing influential books and articles with her husband, biologist Paul R. Ehrlich.
-
D.
Paul A. Hawken
Paul A. Hawken is an American environmentalist, entrepreneur, and author known for his influential work on sustainable business and climate solutions.
-
E.
Joanna Macy
Joanna Macy is an American Buddhist scholar, environmental activist, and systems theorist known for pioneering socially engaged Buddhism and developing "The Work That Reconnects," a framework for personal and ecological transformation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83dc94ac8190b9ef42684d36ff39 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8495c448190b9bb3803fb2dda70 |
completed | April 1, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d03052716c8190835b0d3357a29ce5 |
completed | April 3, 2026, 9:25 p.m. |
Created at: March 30, 2026, 7:16 p.m.