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.