Triple
T17275860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | soft energy path |
E419390
|
entity |
| Predicate | wasIntroducedInPublication |
P65153
|
FINISHED |
| Object |
Energy Strategy: The Road Not Taken?
"Energy Strategy: The Road Not Taken?" is a landmark 1976 article by Amory Lovins that introduced the concept of a "soft energy path" and helped reshape modern thinking on sustainable energy policy.
|
E1260754
|
NE FINISHED |
How this triple was built (5 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: Energy Strategy: The Road Not Taken? | Statement: [soft energy path, wasIntroducedInPublication, Energy Strategy: The Road Not Taken?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Energy Strategy: The Road Not Taken? Context triple: [soft energy path, wasIntroducedInPublication, Energy Strategy: The Road Not Taken?]
-
A.
United States energy policy apparatus
The United States energy policy apparatus is the network of federal agencies, regulatory bodies, and policy frameworks that shape the nation’s production, regulation, and use of energy resources.
-
B.
Energy Technology Perspectives
Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.
-
C.
Energy for Future Presidents
"Energy for Future Presidents" is a popular science book by physicist Richard Muller that explains the science, technology, and policy challenges of modern energy and climate issues for general readers and decision-makers.
-
D.
National Energy Strategy
The National Energy Strategy is Morocco’s long-term policy framework aimed at transforming its energy sector through diversification, increased renewable energy use, and improved efficiency to support sustainable economic development.
-
E.
Energy Turns the World
"Energy Turns the World" was the central theme of the 1982 Knoxville World's Fair, emphasizing the importance and future of global energy resources and technology.
- 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: Energy Strategy: The Road Not Taken? Triple: [soft energy path, wasIntroducedInPublication, Energy Strategy: The Road Not Taken?]
Generated description
"Energy Strategy: The Road Not Taken?" is a landmark 1976 article by Amory Lovins that introduced the concept of a "soft energy path" and helped reshape modern thinking on sustainable energy policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Energy Strategy: The Road Not Taken? Target entity description: "Energy Strategy: The Road Not Taken?" is a landmark 1976 article by Amory Lovins that introduced the concept of a "soft energy path" and helped reshape modern thinking on sustainable energy policy.
-
A.
United States energy policy apparatus
The United States energy policy apparatus is the network of federal agencies, regulatory bodies, and policy frameworks that shape the nation’s production, regulation, and use of energy resources.
-
B.
Energy Technology Perspectives
Energy Technology Perspectives is a flagship International Energy Agency publication that analyzes global clean energy technologies and pathways for achieving long-term climate and energy goals.
-
C.
Energy for Future Presidents
"Energy for Future Presidents" is a popular science book by physicist Richard Muller that explains the science, technology, and policy challenges of modern energy and climate issues for general readers and decision-makers.
-
D.
National Energy Strategy
The National Energy Strategy is Morocco’s long-term policy framework aimed at transforming its energy sector through diversification, increased renewable energy use, and improved efficiency to support sustainable economic development.
-
E.
Energy Turns the World
"Energy Turns the World" was the central theme of the 1982 Knoxville World's Fair, emphasizing the importance and future of global energy resources and technology.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: wasIntroducedInPublication Context triple: [soft energy path, wasIntroducedInPublication, Energy Strategy: The Road Not Taken?]
-
A.
introducedInPublicationYear
Indicates the year in which something (such as a concept, method, or product) was first introduced or presented in a publication.
-
B.
appearsInPublicationYear
Indicates that an entity is featured in a publication that was released in a specific year.
-
C.
appearsInPublication
chosen
Indicates that an entity is featured, mentioned, or discussed within a specific publication.
-
D.
firstPublicationIn
Indicates the initial venue, medium, or context in which a work was first published.
-
E.
initialPublication
Indicates the relationship in which a work is first formally published or made publicly available.
- F. None of above.
Provenance (6 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_6a01794f6cf481909d76e3d61f9888c5 |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a017b5abdc481909832a6e46d21b34b |
completed | May 11, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017bcf8a6081908922f5ef2673abae |
completed | May 11, 2026, 6:48 a.m. |
| PD | Predicate disambiguation | batch_69e3832c3b98819091967ac7e91ba316 |
completed | April 18, 2026, 1:12 p.m. |
Created at: April 10, 2026, 5:40 a.m.