Triple
T2001116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multidimensional Poverty Index |
E43472
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Oxford Poverty and Human Development Initiative
The Oxford Poverty and Human Development Initiative is a research center at the University of Oxford that specializes in measuring and analyzing multidimensional poverty to inform policy and development practice worldwide.
|
E223976
|
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: Oxford Poverty and Human Development Initiative | Statement: [Multidimensional Poverty Index, developedBy, Oxford Poverty and Human Development Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oxford Poverty and Human Development Initiative Context triple: [Multidimensional Poverty Index, developedBy, Oxford Poverty and Human Development Initiative]
-
A.
Abdul Latif Jameel Poverty Action Lab
Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
-
B.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
C.
Harvard Center for Population and Development Studies
The Harvard Center for Population and Development Studies is a Harvard research center that investigates global population health, demographic change, and social determinants of health to inform policy and improve well-being worldwide.
-
D.
United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
-
E.
Oxford Martin School
The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
- 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: Oxford Poverty and Human Development Initiative Triple: [Multidimensional Poverty Index, developedBy, Oxford Poverty and Human Development Initiative]
Generated description
The Oxford Poverty and Human Development Initiative is a research center at the University of Oxford that specializes in measuring and analyzing multidimensional poverty to inform policy and development practice worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oxford Poverty and Human Development Initiative Target entity description: The Oxford Poverty and Human Development Initiative is a research center at the University of Oxford that specializes in measuring and analyzing multidimensional poverty to inform policy and development practice worldwide.
-
A.
Abdul Latif Jameel Poverty Action Lab
Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
-
B.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
C.
Harvard Center for Population and Development Studies
The Harvard Center for Population and Development Studies is a Harvard research center that investigates global population health, demographic change, and social determinants of health to inform policy and improve well-being worldwide.
-
D.
United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
-
E.
Oxford Martin School
The Oxford Martin School is a multidisciplinary research institute at the University of Oxford focused on tackling global challenges and shaping the future through long-term, cross-cutting scholarship.
- 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.