Triple

T17276084
Position Surface form Disambiguated ID Type / Status
Subject Factor Four E419394 entity
Predicate relatedWork P37 FINISHED
Object Small is Profitable
"Small is Profitable" is a book by Amory Lovins and colleagues that argues for the economic and environmental advantages of decentralized, small-scale energy systems over large, centralized power plants.
E1260760 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: Small is Profitable | Statement: [Factor Four, relatedWork, Small is Profitable]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small is Profitable
Context triple: [Factor Four, relatedWork, Small is Profitable]
  • A. A Small Family Business
    A Small Family Business is a darkly comic stage play by British dramatist Alan Ayckbourn that satirically explores corruption and moral compromise within a seemingly ordinary middle-class family.
  • B. Let’s Get Small
    Let’s Get Small is a 1977 comedy album by Steve Martin, produced by William E. McEuen, that helped establish Martin as a major stand-up star.
  • C. Too Small to Fail
    Too Small to Fail is an early childhood initiative focused on improving the health, learning, and well-being of young children, particularly from birth to age five.
  • D. Reports on the relation of corporate combinations to small business
    "Reports on the relation of corporate combinations to small business" is an early 20th-century U.S. government study analyzing how large corporate consolidations affect the operations and competitiveness of small businesses.
  • E. Incredibly Small
    "Incredibly Small" is an independent romantic comedy film known for its minimalist style and intimate portrayal of a young couple navigating love and space constraints.
  • 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: Small is Profitable
Triple: [Factor Four, relatedWork, Small is Profitable]
Generated description
"Small is Profitable" is a book by Amory Lovins and colleagues that argues for the economic and environmental advantages of decentralized, small-scale energy systems over large, centralized power plants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small is Profitable
Target entity description: "Small is Profitable" is a book by Amory Lovins and colleagues that argues for the economic and environmental advantages of decentralized, small-scale energy systems over large, centralized power plants.
  • A. A Small Family Business
    A Small Family Business is a darkly comic stage play by British dramatist Alan Ayckbourn that satirically explores corruption and moral compromise within a seemingly ordinary middle-class family.
  • B. Let’s Get Small
    Let’s Get Small is a 1977 comedy album by Steve Martin, produced by William E. McEuen, that helped establish Martin as a major stand-up star.
  • C. Too Small to Fail
    Too Small to Fail is an early childhood initiative focused on improving the health, learning, and well-being of young children, particularly from birth to age five.
  • D. Reports on the relation of corporate combinations to small business
    "Reports on the relation of corporate combinations to small business" is an early 20th-century U.S. government study analyzing how large corporate consolidations affect the operations and competitiveness of small businesses.
  • E. Incredibly Small
    "Incredibly Small" is an independent romantic comedy film known for its minimalist style and intimate portrayal of a young couple navigating love and space constraints.
  • 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_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.
Created at: April 10, 2026, 5:40 a.m.