Triple

T19209671
Position Surface form Disambiguated ID Type / Status
Subject Jeffrey Sachs E480322 entity
Predicate notableWork P4 FINISHED
Object The End of Poverty
The End of Poverty is an influential book by economist Jeffrey Sachs that outlines strategies to eradicate extreme global poverty through targeted economic development and international aid.
E1364914 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: The End of Poverty | Statement: [Jeffrey Sachs, notableWork, The End of Poverty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The End of Poverty
Context triple: [Jeffrey Sachs, notableWork, The End of Poverty]
  • A. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • B. 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.
  • C. Kicking Away the Ladder
    Kicking Away the Ladder is an influential book by economist Ha-Joon Chang that critiques free-market orthodoxy by arguing that rich countries historically used protectionist policies to develop and then discouraged poorer nations from doing the same.
  • D. 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.
  • E. How to Help the Poor
    "How to Help the Poor" is a 19th-century social reform work by Annie Adams Fields offering practical guidance and moral reflection on charitable efforts to alleviate poverty.
  • 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: The End of Poverty
Triple: [Jeffrey Sachs, notableWork, The End of Poverty]
Generated description
The End of Poverty is an influential book by economist Jeffrey Sachs that outlines strategies to eradicate extreme global poverty through targeted economic development and international aid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The End of Poverty
Target entity description: The End of Poverty is an influential book by economist Jeffrey Sachs that outlines strategies to eradicate extreme global poverty through targeted economic development and international aid.
  • A. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • B. 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.
  • C. Kicking Away the Ladder
    Kicking Away the Ladder is an influential book by economist Ha-Joon Chang that critiques free-market orthodoxy by arguing that rich countries historically used protectionist policies to develop and then discouraged poorer nations from doing the same.
  • D. 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.
  • E. How to Help the Poor
    "How to Help the Poor" is a 19th-century social reform work by Annie Adams Fields offering practical guidance and moral reflection on charitable efforts to alleviate poverty.
  • 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_69d8e8cb8c348190b52075823911c869 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5f9a0d1248190953e36e44f0cafdd completed April 20, 2026, 10:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0700e4e994819080d6767be5e974a3 completed May 15, 2026, 11:17 a.m.
NEDg Description generation batch_6a07029b7580819090126480b5b1213f completed May 15, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_6a07030deef08190a582bb6f956ef381 completed May 15, 2026, 11:27 a.m.
Created at: April 10, 2026, 1:20 p.m.