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.