Triple
T1956590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Vision 2030 |
E42282
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
National Companies Promotion Program
The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
|
E218498
|
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: National Companies Promotion Program | Statement: [Saudi Vision 2030, includesProgram, National Companies Promotion Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Companies Promotion Program Context triple: [Saudi Vision 2030, includesProgram, National Companies Promotion Program]
-
A.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
-
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.
Planning Commission of India
The Planning Commission of India was a government institution established in 1950 that formulated India’s Five-Year Plans and guided centralized economic and social development policy until its dissolution in 2014.
-
D.
Economic Planning Agency of Japan
The Economic Planning Agency of Japan was a former government body responsible for formulating national economic policy and long-term economic plans before its functions were absorbed into the Cabinet Office.
-
E.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
- 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: National Companies Promotion Program Triple: [Saudi Vision 2030, includesProgram, National Companies Promotion Program]
Generated description
The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Companies Promotion Program Target entity description: The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
-
A.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
-
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.
Planning Commission of India
The Planning Commission of India was a government institution established in 1950 that formulated India’s Five-Year Plans and guided centralized economic and social development policy until its dissolution in 2014.
-
D.
Economic Planning Agency of Japan
The Economic Planning Agency of Japan was a former government body responsible for formulating national economic policy and long-term economic plans before its functions were absorbed into the Cabinet Office.
-
E.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
- 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.