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.