Triple
T2001149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multidimensional Poverty Index |
E43472
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
James Foster
James Foster is an economist known for his influential work on poverty measurement and social welfare, including co-developing the widely used Foster-Greer-Thorbecke (FGT) poverty indices.
|
E223978
|
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: James Foster | Statement: [Multidimensional Poverty Index, associatedWith, James Foster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Foster Context triple: [Multidimensional Poverty Index, associatedWith, James Foster]
-
A.
Jeff Foster
Jeff Foster is an entrepreneur best known for founding the global athletic footwear and apparel brand Reebok.
-
B.
Paul Forster
Paul Forster is an entrepreneur best known as a co-founder of the global job search engine Indeed.
-
C.
George Charles Foster
George Charles Foster, better known as Rube Foster, was a pioneering African American baseball pitcher, manager, and executive often called the "Father of Black Baseball" for founding and leading the Negro National League.
-
D.
Robert Fox
Robert Fox is a British film and theatre producer known for his work on acclaimed stage and screen productions.
-
E.
George Pardee
George Pardee was an American physician and Progressive-era politician who served as the 21st governor of California from 1903 to 1907.
- 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: James Foster Triple: [Multidimensional Poverty Index, associatedWith, James Foster]
Generated description
James Foster is an economist known for his influential work on poverty measurement and social welfare, including co-developing the widely used Foster-Greer-Thorbecke (FGT) poverty indices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Foster Target entity description: James Foster is an economist known for his influential work on poverty measurement and social welfare, including co-developing the widely used Foster-Greer-Thorbecke (FGT) poverty indices.
-
A.
Jeff Foster
Jeff Foster is an entrepreneur best known for founding the global athletic footwear and apparel brand Reebok.
-
B.
Paul Forster
Paul Forster is an entrepreneur best known as a co-founder of the global job search engine Indeed.
-
C.
George Charles Foster
George Charles Foster, better known as Rube Foster, was a pioneering African American baseball pitcher, manager, and executive often called the "Father of Black Baseball" for founding and leading the Negro National League.
-
D.
Robert Fox
Robert Fox is a British film and theatre producer known for his work on acclaimed stage and screen productions.
-
E.
George Pardee
George Pardee was an American physician and Progressive-era politician who served as the 21st governor of California from 1903 to 1907.
- 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_69a88715dbbc8190b2299e29e955d997 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb880c710819098fb877052ce56dc |
completed | March 7, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0342ef8c8190b7771076282981c3 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae057cc1a08190895031fa6c095f49 |
completed | March 8, 2026, 11:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0751eff4819086e5469a2c56a24d |
completed | March 8, 2026, 11:33 p.m. |
Created at: March 4, 2026, 7:37 p.m.