Triple

T4177657
Position Surface form Disambiguated ID Type / Status
Subject Amory B. Lovins E86515 entity
Predicate familyName P18 FINISHED
Object Lovins
Lovins is the surname of Amory B. Lovins, an American physicist and environmentalist known for his work on energy efficiency and sustainable energy policy.
 E419389 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: Lovins | Statement: [Amory B. Lovins, familyName, Lovins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lovins
Context triple: [Amory B. Lovins, familyName, Lovins]
  • A. Koopmans
    Koopmans is a Dutch surname most notably associated with Nobel Prize–winning economist Tjalling C. Koopmans.
  • B. Raimondi
    Raimondi is an Italian surname borne by various notable figures in fields such as science, the arts, and public life.
  • C. Tomlinson
    Tomlinson is a surname most notably associated with Ray Tomlinson, the American computer programmer credited with inventing networked email and introducing the "@" symbol in email addresses.
  • D. Sloan
    Sloan is a small unincorporated community in Clark County, Nevada, located just south of Las Vegas along Interstate 15.
  • E. Sloan
    Sloan is a Canadian rock band known for its melodic power-pop sound and collaborative songwriting among all four members.
  • 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: Lovins
Triple: [Amory B. Lovins, familyName, Lovins]
Generated description
Lovins is the surname of Amory B. Lovins, an American physicist and environmentalist known for his work on energy efficiency and sustainable energy policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lovins
Target entity description: Lovins is the surname of Amory B. Lovins, an American physicist and environmentalist known for his work on energy efficiency and sustainable energy policy.
  • A. Koopmans
    Koopmans is a Dutch surname most notably associated with Nobel Prize–winning economist Tjalling C. Koopmans.
  • B. Raimondi
    Raimondi is an Italian surname borne by various notable figures in fields such as science, the arts, and public life.
  • C. Tomlinson
    Tomlinson is a surname most notably associated with Ray Tomlinson, the American computer programmer credited with inventing networked email and introducing the "@" symbol in email addresses.
  • D. Sloan
    Sloan is a Canadian rock band known for its melodic power-pop sound and collaborative songwriting among all four members.
  • E. Sloan
    Sloan is a small unincorporated community in Clark County, Nevada, located just south of Las Vegas along Interstate 15.
  • 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.