Triple
T10730798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhammad Yunus |
E253065
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Building Social Business
"Building Social Business" is a book by Nobel laureate Muhammad Yunus that outlines the concept and practice of businesses designed primarily to solve social problems rather than maximize profit.
|
E882481
|
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: Building Social Business | Statement: [Muhammad Yunus, notableWork, Building Social Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Building Social Business Context triple: [Muhammad Yunus, notableWork, Building Social Business]
-
A.
Business 2.0
Business 2.0 was a technology and business magazine that focused on innovation, startups, and the digital economy during the dot-com and early 2000s era.
-
B.
The Wealth of Networks
The Wealth of Networks is a seminal book by legal scholar Yochai Benkler that analyzes how digital technologies and peer production transform the economy, culture, and democratic participation.
-
C.
The Social Framework
The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
-
D.
The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition
"The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition" is a business and technology book by Vivek Ranadivé that explains how companies can use real-time data and predictive analytics to gain a competitive edge.
-
E.
The Facebook Effect
The Facebook Effect is a nonfiction book by David Kirkpatrick that chronicles the founding, growth, and global impact of Facebook on technology, business, and society.
- 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: Building Social Business Triple: [Muhammad Yunus, notableWork, Building Social Business]
Generated description
"Building Social Business" is a book by Nobel laureate Muhammad Yunus that outlines the concept and practice of businesses designed primarily to solve social problems rather than maximize profit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Building Social Business Target entity description: "Building Social Business" is a book by Nobel laureate Muhammad Yunus that outlines the concept and practice of businesses designed primarily to solve social problems rather than maximize profit.
-
A.
Business 2.0
Business 2.0 was a technology and business magazine that focused on innovation, startups, and the digital economy during the dot-com and early 2000s era.
-
B.
The Wealth of Networks
The Wealth of Networks is a seminal book by legal scholar Yochai Benkler that analyzes how digital technologies and peer production transform the economy, culture, and democratic participation.
-
C.
The Social Framework
The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
-
D.
The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition
"The Power to Predict: How Real Time Businesses Anticipate Customer Needs, Create Opportunities, and Beat the Competition" is a business and technology book by Vivek Ranadivé that explains how companies can use real-time data and predictive analytics to gain a competitive edge.
-
E.
The Facebook Effect
The Facebook Effect is a nonfiction book by David Kirkpatrick that chronicles the founding, growth, and global impact of Facebook on technology, business, and society.
- 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_69d6aa5d8be481909a43218b2bfdbe95 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d70fcb1cd881909635def59ad5d19c |
completed | April 9, 2026, 2:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbda1d1b108190a47b46661bc85b2d |
completed | April 12, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69dcad07b51081908fd66ee9ff7341f6 |
completed | April 13, 2026, 8:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69dd4386e3308190bb8503ce75fa628f |
completed | April 13, 2026, 7:27 p.m. |
Created at: April 8, 2026, 9:14 p.m.