Triple
T4177671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amory B. Lovins |
E86515
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Soft Energy Paths: Toward a Durable Peace
Soft Energy Paths: Toward a Durable Peace is a seminal 1977 book by Amory B. Lovins that advocates for a transition to renewable, decentralized energy systems as a foundation for environmental sustainability and global peace.
|
E419391
|
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: Soft Energy Paths: Toward a Durable Peace | Statement: [Amory B. Lovins, notableWork, Soft Energy Paths: Toward a Durable Peace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soft Energy Paths: Toward a Durable Peace Context triple: [Amory B. Lovins, notableWork, Soft Energy Paths: Toward a Durable Peace]
-
A.
The New Dimensions of Peace
The New Dimensions of Peace is a political and diplomatic analysis book by American statesman Chester Bowles that explores strategies for achieving lasting international peace in the post–World War II era.
-
B.
Peace and War: A Theory of International Relations
Peace and War: A Theory of International Relations is a seminal work of political philosophy and international relations that analyzes the dynamics of power, diplomacy, and conflict among states in the modern world.
-
C.
Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century
"Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century" is a non-fiction book co-authored by former U.S. Defense Secretary Robert McNamara that reflects on lessons from 20th-century warfare to propose strategies for preventing large-scale conflict and mass violence in the modern world.
-
D.
Roadmap for Peace
The Roadmap for Peace is a U.S.-backed international plan launched in the early 2000s that outlined phased steps toward resolving the Israeli–Palestinian conflict and establishing a two-state solution.
-
E.
An Agenda for Peace
An Agenda for Peace is a landmark 1992 United Nations report by Secretary-General Boutros Boutros-Ghali that outlined a comprehensive post–Cold War vision for preventive diplomacy, peacemaking, and peacekeeping.
- 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: Soft Energy Paths: Toward a Durable Peace Triple: [Amory B. Lovins, notableWork, Soft Energy Paths: Toward a Durable Peace]
Generated description
Soft Energy Paths: Toward a Durable Peace is a seminal 1977 book by Amory B. Lovins that advocates for a transition to renewable, decentralized energy systems as a foundation for environmental sustainability and global peace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soft Energy Paths: Toward a Durable Peace Target entity description: Soft Energy Paths: Toward a Durable Peace is a seminal 1977 book by Amory B. Lovins that advocates for a transition to renewable, decentralized energy systems as a foundation for environmental sustainability and global peace.
-
A.
The New Dimensions of Peace
The New Dimensions of Peace is a political and diplomatic analysis book by American statesman Chester Bowles that explores strategies for achieving lasting international peace in the post–World War II era.
-
B.
Peace and War: A Theory of International Relations
Peace and War: A Theory of International Relations is a seminal work of political philosophy and international relations that analyzes the dynamics of power, diplomacy, and conflict among states in the modern world.
-
C.
Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century
"Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century" is a non-fiction book co-authored by former U.S. Defense Secretary Robert McNamara that reflects on lessons from 20th-century warfare to propose strategies for preventing large-scale conflict and mass violence in the modern world.
-
D.
Roadmap for Peace
The Roadmap for Peace is a U.S.-backed international plan launched in the early 2000s that outlined phased steps toward resolving the Israeli–Palestinian conflict and establishing a two-state solution.
-
E.
An Agenda for Peace
An Agenda for Peace is a landmark 1992 United Nations report by Secretary-General Boutros Boutros-Ghali that outlined a comprehensive post–Cold War vision for preventive diplomacy, peacemaking, and peacekeeping.
- 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ec20fc8190b6f30576337e0ddc |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589f2d7988190b59f0f119f66c046 |
completed | March 14, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69b58b22a1d88190a16e1c1e41291f5a |
completed | March 14, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58b8bfb288190a097942b5b8c366e |
completed | March 14, 2026, 4:23 p.m. |
Created at: March 9, 2026, 3:45 p.m.