Triple
T17275907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soft Energy Paths: Toward a Durable Peace |
E419391
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Amory B. Lovins |
E86515
|
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: Amory B. Lovins | Statement: [Soft Energy Paths: Toward a Durable Peace, author, Amory B. Lovins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amory B. Lovins Context triple: [Soft Energy Paths: Toward a Durable Peace, author, Amory B. Lovins]
-
A.
Amory B. Lovins
chosen
Amory B. Lovins is an American physicist and environmentalist known for his pioneering work in energy efficiency, renewable energy, and sustainable design.
-
B.
Paul A. Hawken
Paul A. Hawken is an American environmentalist, entrepreneur, and author known for his influential work on sustainable business and climate solutions.
-
C.
Robert Hirsch
Robert Hirsch was a prominent French actor known for his work in theatre, film, and television, particularly as a member of the Comédie-Française.
-
D.
James Gustave Speth
James Gustave Speth is an American environmental lawyer, policy expert, and academic known for his leadership in global sustainability and environmental advocacy.
-
E.
Andrew Winston
Andrew Winston is a sustainability expert and author known for his influential work on corporate environmental strategy and coauthoring books with former Unilever CEO Paul Polman.
- 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_69d886da626481908a14ce7830329a35 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e4332625c48190a25bf51543d797c3 |
completed | April 19, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0195488d2c81908ac6c19f54f61796 |
completed | May 11, 2026, 8:37 a.m. |
Created at: April 10, 2026, 5:40 a.m.