Triple
T17269005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Market Access Program |
E419202
|
entity |
| Predicate | relatedProgram |
P37
|
FINISHED |
| Object |
Emerging Markets Program
The Emerging Markets Program is a U.S. Department of Agriculture initiative that helps develop and expand agricultural export opportunities in emerging foreign markets.
|
E1260459
|
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: Emerging Markets Program | Statement: [Market Access Program, relatedProgram, Emerging Markets Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emerging Markets Program Context triple: [Market Access Program, relatedProgram, Emerging Markets Program]
-
A.
Global Economy and Development Program
The Global Economy and Development Program is a Brookings Institution research initiative that analyzes worldwide economic trends and development challenges to inform international policy and practice.
-
B.
Global Finance program
The Global Finance program is a graduate-level academic track at Yonsei University's Graduate School of International Studies that focuses on international financial markets, institutions, and policy.
-
C.
Securities Markets Programme
The Securities Markets Programme was a crisis-era bond-buying initiative by the European Central Bank aimed at stabilizing stressed euro area sovereign debt markets.
-
D.
Foreign Market Development Program
The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
-
E.
Financial Sector Development Program
The Financial Sector Development Program is a key Saudi initiative aimed at modernizing and expanding the Kingdom’s financial system to support economic diversification and private-sector growth.
- 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: Emerging Markets Program Triple: [Market Access Program, relatedProgram, Emerging Markets Program]
Generated description
The Emerging Markets Program is a U.S. Department of Agriculture initiative that helps develop and expand agricultural export opportunities in emerging foreign markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emerging Markets Program Target entity description: The Emerging Markets Program is a U.S. Department of Agriculture initiative that helps develop and expand agricultural export opportunities in emerging foreign markets.
-
A.
Global Economy and Development Program
The Global Economy and Development Program is a Brookings Institution research initiative that analyzes worldwide economic trends and development challenges to inform international policy and practice.
-
B.
Global Finance program
The Global Finance program is a graduate-level academic track at Yonsei University's Graduate School of International Studies that focuses on international financial markets, institutions, and policy.
-
C.
Securities Markets Programme
The Securities Markets Programme was a crisis-era bond-buying initiative by the European Central Bank aimed at stabilizing stressed euro area sovereign debt markets.
-
D.
Foreign Market Development Program
The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
-
E.
Financial Sector Development Program
The Financial Sector Development Program is a key Saudi initiative aimed at modernizing and expanding the Kingdom’s financial system to support economic diversification and private-sector growth.
- 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_69d886da626481908a14ce7830329a35 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4803b48190894b3bb9a4970602 |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0179482a348190a00dd3cd5076431e |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a017b6a0ee48190860c4f981003d32e |
completed | May 11, 2026, 6:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017c3925d081908819faa6b1790bd5 |
completed | May 11, 2026, 6:50 a.m. |
Created at: April 10, 2026, 5:40 a.m.