Triple
T1956591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Vision 2030 |
E42282
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
Strategic Partnerships Program
The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
|
E218499
|
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: Strategic Partnerships Program | Statement: [Saudi Vision 2030, includesProgram, Strategic Partnerships Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Strategic Partnerships Program Context triple: [Saudi Vision 2030, includesProgram, Strategic Partnerships Program]
-
A.
Corporate Program
The Corporate Program is a membership initiative of the Council on Foreign Relations that engages business leaders in discussions on global affairs, foreign policy, and international economic issues.
-
B.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
C.
SBA Mentor-Protégé Program
The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
-
D.
External Partnerships Branch
The External Partnerships Branch is a unit within the Office of Counter-Terrorism responsible for coordinating and managing collaboration with international, interagency, and other external partners on counter-terrorism efforts.
-
E.
Fellowship Program
The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
- 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: Strategic Partnerships Program Triple: [Saudi Vision 2030, includesProgram, Strategic Partnerships Program]
Generated description
The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Strategic Partnerships Program Target entity description: The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
-
A.
Corporate Program
The Corporate Program is a membership initiative of the Council on Foreign Relations that engages business leaders in discussions on global affairs, foreign policy, and international economic issues.
-
B.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
C.
SBA Mentor-Protégé Program
The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
-
D.
External Partnerships Branch
The External Partnerships Branch is a unit within the Office of Counter-Terrorism responsible for coordinating and managing collaboration with international, interagency, and other external partners on counter-terrorism efforts.
-
E.
Fellowship Program
The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb37b4a38819099f98be92be91ade |
completed | March 7, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbca5a7081908f3fa8eaa8f5aa3d |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6bd8e08190a065a89ab3412126 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcee414c8190b1a0574f6bd55602 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.