Triple
T10671941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Millennium Challenge Act of 2003 |
E251508
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Millennium Development Goals |
E38126
|
NE FINISHED |
How this triple was built (2 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 Development Goals | Statement: [Millennium Challenge Act of 2003, relatedTo, Millennium Development Goals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millennium Development Goals Context triple: [Millennium Challenge Act of 2003, relatedTo, Millennium Development Goals]
-
A.
Millennium Development Goals
chosen
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.
-
B.
Goals 2000 initiative
The Goals 2000 initiative was a major U.S. federal education reform program of the 1990s that sought to raise academic standards nationwide through outcome-based goals and increased accountability for schools.
-
C.
International Development Goals
International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
-
D.
Sustainable Development Goals
The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
E.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 8, 2026, 9:09 p.m.