Triple
T19209671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeffrey Sachs |
E480322
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The End of Poverty |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 1:20 p.m.