Triple
T542743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill & Melinda Gates Foundation |
E12665
|
entity |
| Predicate | notableProgram |
P4
|
FINISHED |
| Object |
Global Development Program
The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
|
E68097
|
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: Global Development Program | Statement: [Bill & Melinda Gates Foundation, notableProgram, Global Development Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Development Program Context triple: [Bill & Melinda Gates Foundation, notableProgram, Global Development Program]
-
A.
Global Development and Population Program
The Global Development and Population Program is a Hewlett Foundation initiative that supports evidence-based policies and organizations working to reduce poverty, improve governance, and advance reproductive health and rights worldwide.
-
B.
Global Health Program
The Global Health Program is a Council on Foreign Relations initiative that analyzes and informs policy on international health challenges and their implications for U.S. foreign policy and global security.
-
C.
United Nations development system
The United Nations development system is the network of UN funds, programs, specialized agencies, and regional commissions that work together to support sustainable development and poverty reduction worldwide.
-
D.
Millennium Development Goals
The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
-
E.
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.
- 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: Global Development Program Triple: [Bill & Melinda Gates Foundation, notableProgram, Global Development Program]
Generated description
The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global Development Program Target entity description: The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
-
A.
Global Development and Population Program
The Global Development and Population Program is a Hewlett Foundation initiative that supports evidence-based policies and organizations working to reduce poverty, improve governance, and advance reproductive health and rights worldwide.
-
B.
Global Health Program
The Global Health Program is a Council on Foreign Relations initiative that analyzes and informs policy on international health challenges and their implications for U.S. foreign policy and global security.
-
C.
United Nations development system
The United Nations development system is the network of UN funds, programs, specialized agencies, and regional commissions that work together to support sustainable development and poverty reduction worldwide.
-
D.
Millennium Development Goals
The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
-
E.
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.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4986250508190ac91cfdf7d57073d |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4cc5d690881908742b313f28a0012 |
completed | March 1, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69a4cea9d11881908f4bac61c7e63e82 |
completed | March 1, 2026, 11:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4cf5649588190949250ee800d921f |
completed | March 1, 2026, 11:44 p.m. |
Created at: March 1, 2026, 7:32 p.m.