Triple
T1956586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Vision 2030 |
E42282
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
National Industrial Development and Logistics Program
The National Industrial Development and Logistics Program is a major Saudi Arabian initiative aimed at transforming the kingdom into a leading industrial and logistics hub by boosting manufacturing, mining, energy, and transport sectors.
|
E218494
|
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 Industrial Development and Logistics Program | Statement: [Saudi Vision 2030, includesProgram, National Industrial Development and Logistics Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Industrial Development and Logistics Program Context triple: [Saudi Vision 2030, includesProgram, National Industrial Development and Logistics Program]
-
A.
National Industrial Security Program
The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
-
B.
Project 211
Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
-
C.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
D.
Commodity Procurement Program
The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
-
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 Industrial Development and Logistics Program Triple: [Saudi Vision 2030, includesProgram, National Industrial Development and Logistics Program]
Generated description
The National Industrial Development and Logistics Program is a major Saudi Arabian initiative aimed at transforming the kingdom into a leading industrial and logistics hub by boosting manufacturing, mining, energy, and transport sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Industrial Development and Logistics Program Target entity description: The National Industrial Development and Logistics Program is a major Saudi Arabian initiative aimed at transforming the kingdom into a leading industrial and logistics hub by boosting manufacturing, mining, energy, and transport sectors.
-
A.
National Industrial Security Program
The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
-
B.
Project 211
Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
-
C.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
D.
Commodity Procurement Program
The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
-
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.