Triple

T4177667
Position Surface form Disambiguated ID Type / Status
Subject Amory B. Lovins E86515 entity
Predicate notableConcept P201 FINISHED
Object soft energy path
Soft energy path is an energy strategy emphasizing energy efficiency and decentralized, renewable energy sources as an alternative to large-scale, fossil-fuel-based systems.
E419390 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 path | Statement: [Amory B. Lovins, notableConcept, soft energy path]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: soft energy path
Context triple: [Amory B. Lovins, notableConcept, soft energy path]
  • A. easyEnergy
    easyEnergy is an energy supply company operating under Stelios Haji-Ioannou’s easyGroup brand family, known for low-cost, consumer-focused services.
  • B. SecEnergy
    SecEnergy is the commonly used abbreviation for the United States Secretary of Energy, the Cabinet official who leads the Department of Energy and oversees national energy policy and nuclear security.
  • C. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • D. Leadership in Energy and Environmental Design
    Leadership in Energy and Environmental Design (LEED) is a globally recognized green building certification system that evaluates and rewards environmentally responsible, energy-efficient, and sustainable building design, construction, and operation.
  • E. Green Building
    The Green Building is a prominent MIT skyscraper in Cambridge, Massachusetts, known for housing the Department of Earth, Atmospheric and Planetary Sciences and for its distinctive modernist architecture.
  • 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 path
Triple: [Amory B. Lovins, notableConcept, soft energy path]
Generated description
Soft energy path is an energy strategy emphasizing energy efficiency and decentralized, renewable energy sources as an alternative to large-scale, fossil-fuel-based systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: soft energy path
Target entity description: Soft energy path is an energy strategy emphasizing energy efficiency and decentralized, renewable energy sources as an alternative to large-scale, fossil-fuel-based systems.
  • A. easyEnergy
    easyEnergy is an energy supply company operating under Stelios Haji-Ioannou’s easyGroup brand family, known for low-cost, consumer-focused services.
  • B. SecEnergy
    SecEnergy is the commonly used abbreviation for the United States Secretary of Energy, the Cabinet official who leads the Department of Energy and oversees national energy policy and nuclear security.
  • C. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • D. Leadership in Energy and Environmental Design
    Leadership in Energy and Environmental Design (LEED) is a globally recognized green building certification system that evaluates and rewards environmentally responsible, energy-efficient, and sustainable building design, construction, and operation.
  • E. Green Building
    The Green Building is a prominent MIT skyscraper in Cambridge, Massachusetts, known for housing the Department of Earth, Atmospheric and Planetary Sciences and for its distinctive modernist architecture.
  • 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.