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.