Triple

T9106493
Position Surface form Disambiguated ID Type / Status
Subject National Transformation Program E218489 entity
Predicate implementedBy P172 FINISHED
Object Saudi government agencies
Saudi government agencies are the various ministries, authorities, and public institutions responsible for implementing national policies, regulations, and development initiatives across the Kingdom of Saudi Arabia.
 E780166 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: Saudi government agencies | Statement: [National Transformation Program, implementedBy, Saudi government agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saudi government agencies
Context triple: [National Transformation Program, implementedBy, Saudi government agencies]
  • A. Government of Saudi Arabia
    The Government of Saudi Arabia is the absolute monarchy that administers and oversees the Kingdom of Saudi Arabia, led by the Saudi royal family and centered on the authority of the king.
  • B. Saudi Ministry of Interior
    The Saudi Ministry of Interior is the government body responsible for internal security, law enforcement, civil affairs, and public safety within the Kingdom of Saudi Arabia.
  • C. Saudi Ministry of Justice
    The Saudi Ministry of Justice is the government body responsible for overseeing the judicial system, courts, and legal professions in Saudi Arabia, implementing and regulating laws based on Islamic Sharia.
  • D. Office of Arabian Peninsula Affairs
    The Office of Arabian Peninsula Affairs is a U.S. State Department bureau responsible for managing diplomatic relations and policy issues involving the countries of the Arabian Peninsula.
  • E. Saudi Ministry of Health
    The Saudi Ministry of Health is the government body responsible for overseeing public health, healthcare services, and medical regulation across the Kingdom of Saudi Arabia.
  • 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: Saudi government agencies
Triple: [National Transformation Program, implementedBy, Saudi government agencies]
Generated description
Saudi government agencies are the various ministries, authorities, and public institutions responsible for implementing national policies, regulations, and development initiatives across the Kingdom of Saudi Arabia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Saudi government agencies
Target entity description: Saudi government agencies are the various ministries, authorities, and public institutions responsible for implementing national policies, regulations, and development initiatives across the Kingdom of Saudi Arabia.
  • A. Government of Saudi Arabia
    The Government of Saudi Arabia is the absolute monarchy that administers and oversees the Kingdom of Saudi Arabia, led by the Saudi royal family and centered on the authority of the king.
  • B. Saudi Ministry of Interior
    The Saudi Ministry of Interior is the government body responsible for internal security, law enforcement, civil affairs, and public safety within the Kingdom of Saudi Arabia.
  • C. Saudi Ministry of Justice
    The Saudi Ministry of Justice is the government body responsible for overseeing the judicial system, courts, and legal professions in Saudi Arabia, implementing and regulating laws based on Islamic Sharia.
  • D. Office of Arabian Peninsula Affairs
    The Office of Arabian Peninsula Affairs is a U.S. State Department bureau responsible for managing diplomatic relations and policy issues involving the countries of the Arabian Peninsula.
  • E. Saudi Ministry of Health
    The Saudi Ministry of Health is the government body responsible for overseeing public health, healthcare services, and medical regulation across the Kingdom of Saudi Arabia.
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca57286a88190b256d2461c5c0aed completed April 1, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047a447dc81908f9d1cb457955c7d completed April 3, 2026, 11:05 p.m.
NEDg Description generation batch_69d049058dec81909854965276252808 completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049913b7481909ccbaf4999e37c06 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:16 p.m.