Triple

T10730796
Position Surface form Disambiguated ID Type / Status
Subject Muhammad Yunus E253065 entity
Predicate notableWork P4 FINISHED
Object Banker to the Poor
Banker to the Poor is Muhammad Yunus’s influential book that outlines the origins, philosophy, and global impact of his pioneering work in microcredit and the Grameen Bank.
E882479 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: Banker to the Poor | Statement: [Muhammad Yunus, notableWork, Banker to the Poor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Banker to the Poor
Context triple: [Muhammad Yunus, notableWork, Banker to the Poor]
  • A. Unto This Last
    Unto This Last is a seminal 1860 essay collection by John Ruskin that critiques classical economics and argues for a moral, socially responsible approach to political economy.
  • B. A Fine Balance
    A Fine Balance is a critically acclaimed novel by Rohinton Mistry that portrays the intertwined lives of four characters in 1970s India amid political turmoil and social injustice.
  • C. Rich and Poor
    "Rich and Poor" is a soulful jazz and R&B album by American singer Randy Crawford, showcasing her smooth vocals and emotive storytelling.
  • D. Grameen microfinance model
    The Grameen microfinance model is a pioneering approach to providing small, collateral-free loans to the rural poor, especially women, using group-based lending and social accountability to promote entrepreneurship and poverty reduction.
  • E. The Gift of India
    "The Gift of India" is a patriotic and elegiac poem by Sarojini Naidu that honors the sacrifices of Indian soldiers who fought for the British Empire during World War I.
  • 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: Banker to the Poor
Triple: [Muhammad Yunus, notableWork, Banker to the Poor]
Generated description
Banker to the Poor is Muhammad Yunus’s influential book that outlines the origins, philosophy, and global impact of his pioneering work in microcredit and the Grameen Bank.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Banker to the Poor
Target entity description: Banker to the Poor is Muhammad Yunus’s influential book that outlines the origins, philosophy, and global impact of his pioneering work in microcredit and the Grameen Bank.
  • A. Unto This Last
    Unto This Last is a seminal 1860 essay collection by John Ruskin that critiques classical economics and argues for a moral, socially responsible approach to political economy.
  • B. A Fine Balance
    A Fine Balance is a critically acclaimed novel by Rohinton Mistry that portrays the intertwined lives of four characters in 1970s India amid political turmoil and social injustice.
  • C. Rich and Poor
    "Rich and Poor" is a soulful jazz and R&B album by American singer Randy Crawford, showcasing her smooth vocals and emotive storytelling.
  • D. Grameen microfinance model
    The Grameen microfinance model is a pioneering approach to providing small, collateral-free loans to the rural poor, especially women, using group-based lending and social accountability to promote entrepreneurship and poverty reduction.
  • E. The Gift of India
    "The Gift of India" is a patriotic and elegiac poem by Sarojini Naidu that honors the sacrifices of Indian soldiers who fought for the British Empire during World War I.
  • 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.