Triple
T5204918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jean Drèze |
E117485
|
entity |
| Predicate | coAuthorOf |
P2389
|
FINISHED |
| Object |
Hunger and Public Action
Hunger and Public Action is an influential book on famine, food security, and social policy that applies Amartya Sen’s capabilities approach to analyze and combat hunger and deprivation.
|
E503368
|
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: Hunger and Public Action | Statement: [Jean Drèze, coAuthorOf, Hunger and Public Action]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunger and Public Action Context triple: [Jean Drèze, coAuthorOf, Hunger and Public Action]
-
A.
Poverty and Famines
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
-
B.
Battle for Grain
The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
-
C.
The Fears of the Rich, the Needs of the Poor
The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
-
D.
Food for Progress
Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
-
E.
Hunger
Hunger is a 2008 historical drama film directed by Steve McQueen that portrays the 1981 Irish hunger strike led by Bobby Sands in Northern Ireland’s Maze Prison.
- 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: Hunger and Public Action Triple: [Jean Drèze, coAuthorOf, Hunger and Public Action]
Generated description
Hunger and Public Action is an influential book on famine, food security, and social policy that applies Amartya Sen’s capabilities approach to analyze and combat hunger and deprivation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunger and Public Action Target entity description: Hunger and Public Action is an influential book on famine, food security, and social policy that applies Amartya Sen’s capabilities approach to analyze and combat hunger and deprivation.
-
A.
Poverty and Famines
Poverty and Famines is a seminal book by economist Amartya Sen that revolutionized the understanding of famine by arguing that they result more from failures of access and entitlement than from food shortages alone.
-
B.
Battle for Grain
The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
-
C.
The Fears of the Rich, the Needs of the Poor
The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
-
D.
Food for Progress
Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
-
E.
Hunger
Hunger is a 2008 historical drama film directed by Steve McQueen that portrays the 1981 Irish hunger strike led by Bobby Sands in Northern Ireland’s Maze Prison.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a47c3c481909b49313f1bb0af0d |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefca8a1c81908eec1baa65bb06a3 |
completed | March 21, 2026, 7:21 p.m. |
| NEDg | Description generation | batch_69bef0b1fe9c8190bfc1be621c7c1c76 |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef16739148190b9700228be7d07f9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.