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.