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.