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.