Triple
T10671901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Millennium Challenge Corporation |
E251507
|
entity |
| Predicate | subsidiaryProgram |
P23334
|
FINISHED |
| Object |
Millennium Challenge Compacts
Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
|
E879717
|
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: Millennium Challenge Compacts | Statement: [Millennium Challenge Corporation, subsidiaryProgram, Millennium Challenge Compacts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millennium Challenge Compacts Context triple: [Millennium Challenge Corporation, subsidiaryProgram, Millennium Challenge Compacts]
-
A.
Millennium Challenge Corporation
The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
-
B.
Millennium Challenge Act of 2003
The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
-
C.
Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
-
D.
Alliance for Progress
The Alliance for Progress was a U.S.-led Cold War initiative launched in the early 1960s to promote economic development and social reform in Latin America as a way to counter communist influence.
-
E.
United Nations Development Assistance Frameworks
United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
- 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: Millennium Challenge Compacts Triple: [Millennium Challenge Corporation, subsidiaryProgram, Millennium Challenge Compacts]
Generated description
Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millennium Challenge Compacts Target entity description: Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
-
A.
Millennium Challenge Corporation
The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
-
B.
Millennium Challenge Act of 2003
The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
-
C.
Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
-
D.
Alliance for Progress
The Alliance for Progress was a U.S.-led Cold War initiative launched in the early 1960s to promote economic development and social reform in Latin America as a way to counter communist influence.
-
E.
United Nations Development Assistance Frameworks
United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f8648a248190a3bd284c569152e4 |
completed | April 9, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9886e3f108190bb6f17d4e2f394ef |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98cdf6f0c8190a5b926c439c1aca6 |
completed | April 10, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98d5557548190a22102f1c8105e6f |
completed | April 10, 2026, 11:52 p.m. |
Created at: April 8, 2026, 9:09 p.m.