Triple

T5478905
Position Surface form Disambiguated ID Type / Status
Subject Operation Restoring Hope E123422 entity
Predicate announcedBy P29 FINISHED
Object Saudi-led coalition
The Saudi-led coalition is a military alliance of Arab states, led by Saudi Arabia, that intervened in the Yemeni civil war to support the internationally recognized government against Houthi rebels.
E524095 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-led coalition | Statement: [Operation Restoring Hope, announcedBy, Saudi-led coalition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saudi-led coalition
Context triple: [Operation Restoring Hope, announcedBy, Saudi-led coalition]
  • A. United States-led coalition
    The United States-led coalition is an international military alliance formed to combat and dismantle the Islamic State and its territorial control in Iraq and Syria.
  • B. Riyadh Front
    Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
  • C. United Arab Emirates–backed forces in Yemen
    The United Arab Emirates–backed forces in Yemen are a coalition of militias and security units aligned with the UAE that have played a major role in the Yemeni civil war, including in counterterrorism operations and territorial control in the country’s south and east.
  • D. Libya Dawn coalition
    The Libya Dawn coalition was an alliance of mainly Islamist-leaning militias and political factions that emerged during the Libyan civil conflict to contest control of the country’s institutions and territory.
  • E. Saudi Armed Forces
    The Saudi Armed Forces are the military forces of the Kingdom of Saudi Arabia, responsible for national defense and regional security and equipped with significant modern weaponry and capabilities.
  • 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-led coalition
Triple: [Operation Restoring Hope, announcedBy, Saudi-led coalition]
Generated description
The Saudi-led coalition is a military alliance of Arab states, led by Saudi Arabia, that intervened in the Yemeni civil war to support the internationally recognized government against Houthi rebels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saudi-led coalition
Target entity description: The Saudi-led coalition is a military alliance of Arab states, led by Saudi Arabia, that intervened in the Yemeni civil war to support the internationally recognized government against Houthi rebels.
  • A. United States-led coalition
    The United States-led coalition is an international military alliance formed to combat and dismantle the Islamic State and its territorial control in Iraq and Syria.
  • B. Riyadh Front
    Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
  • C. United Arab Emirates–backed forces in Yemen
    The United Arab Emirates–backed forces in Yemen are a coalition of militias and security units aligned with the UAE that have played a major role in the Yemeni civil war, including in counterterrorism operations and territorial control in the country’s south and east.
  • D. Libya Dawn coalition
    The Libya Dawn coalition was an alliance of mainly Islamist-leaning militias and political factions that emerged during the Libyan civil conflict to contest control of the country’s institutions and territory.
  • E. Saudi Armed Forces
    The Saudi Armed Forces are the military forces of the Kingdom of Saudi Arabia, responsible for national defense and regional security and equipped with significant modern weaponry and capabilities.
  • 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_69bd4648883481909e9775d43300c5fa completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9247a16c8190ac5a02534da48853 completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c7a61848190970a4e34696791eb completed March 22, 2026, 4:13 a.m.
NEDg Description generation batch_69bf6d9f672c8190a199a98a5857bafc completed March 22, 2026, 4:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf6de470348190b67c4d5b38c974cf completed March 22, 2026, 4:19 a.m.
Created at: March 20, 2026, 2:09 p.m.