Triple

T5478929
Position Surface form Disambiguated ID Type / Status
Subject United Nations investigations into the Yemen conflict E123423 entity
Predicate appliesTo P1129 FINISHED
Object 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.
E522206 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: United Arab Emirates–backed forces in Yemen | Statement: [United Nations investigations into the Yemen conflict, appliesTo, United Arab Emirates–backed forces in Yemen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Arab Emirates–backed forces in Yemen
Context triple: [United Nations investigations into the Yemen conflict, appliesTo, United Arab Emirates–backed forces in Yemen]
  • A. Yemeni Armed Forces
    The Yemeni Armed Forces are the national military of Yemen, historically dominated by loyalists of former president Ali Abdullah Saleh and central to the country’s internal power struggles and conflicts.
  • B. Gulf Cooperation Council Initiative in Yemen
    The Gulf Cooperation Council Initiative in Yemen was a regional diplomatic plan brokered by Gulf states in 2011 to manage Yemen’s political transition by facilitating President Ali Abdullah Saleh’s resignation and launching a structured process toward power-sharing and reform.
  • C. United Arab Emirates Navy
    The United Arab Emirates Navy is the maritime branch of the UAE Armed Forces, responsible for protecting the nation's territorial waters, offshore assets, and maritime interests in the Persian Gulf and surrounding regions.
  • D. United Arab Emirates Armed Forces
    The United Arab Emirates Armed Forces are the unified military forces of the UAE, known for their advanced equipment, significant defense spending, and active participation in regional security and coalition operations.
  • E. Yemen conflict (Saudi-led coalition)
    The Yemen conflict involving the Saudi-led coalition is a protracted civil war and regional proxy struggle marked by extensive air campaigns, humanitarian crisis, and foreign military intervention against Houthi forces.
  • 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: United Arab Emirates–backed forces in Yemen
Triple: [United Nations investigations into the Yemen conflict, appliesTo, United Arab Emirates–backed forces in Yemen]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Arab Emirates–backed forces in Yemen
Target entity description: 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.
  • A. Yemeni Armed Forces
    The Yemeni Armed Forces are the national military of Yemen, historically dominated by loyalists of former president Ali Abdullah Saleh and central to the country’s internal power struggles and conflicts.
  • B. Gulf Cooperation Council Initiative in Yemen
    The Gulf Cooperation Council Initiative in Yemen was a regional diplomatic plan brokered by Gulf states in 2011 to manage Yemen’s political transition by facilitating President Ali Abdullah Saleh’s resignation and launching a structured process toward power-sharing and reform.
  • C. United Arab Emirates Navy
    The United Arab Emirates Navy is the maritime branch of the UAE Armed Forces, responsible for protecting the nation's territorial waters, offshore assets, and maritime interests in the Persian Gulf and surrounding regions.
  • D. United Arab Emirates Armed Forces
    The United Arab Emirates Armed Forces are the unified military forces of the UAE, known for their advanced equipment, significant defense spending, and active participation in regional security and coalition operations.
  • E. Yemen conflict (Saudi-led coalition)
    The Yemen conflict involving the Saudi-led coalition is a protracted civil war and regional proxy struggle marked by extensive air campaigns, humanitarian crisis, and foreign military intervention against Houthi forces.
  • 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_69bf48a001c081909b0e9f1b36fd10db completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf496861f08190aca539510ddfebbc completed March 22, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf49c564188190b4b3a40ee09b0461 completed March 22, 2026, 1:45 a.m.
Created at: March 20, 2026, 2:09 p.m.