Triple
T5478874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Restoring Hope |
E123422
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Saudi-led intervention in Yemen |
E23860
|
NE FINISHED |
How this triple was built (2 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 intervention in Yemen | Statement: [Operation Restoring Hope, partOf, Saudi-led intervention in Yemen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi-led intervention in Yemen Context triple: [Operation Restoring Hope, partOf, Saudi-led intervention in Yemen]
-
A.
Yemen conflict (Saudi-led coalition)
chosen
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.
-
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.
Russian military intervention in Syria
The Russian military intervention in Syria is a campaign launched in 2015 in support of the Syrian government, involving extensive airstrikes and military assistance that significantly shifted the balance of the Syrian Civil War.
-
D.
Yemeni Civil War
The Yemeni Civil War is a multifaceted armed conflict that erupted in 2014 between Houthi forces, the internationally recognized Yemeni government, and various regional and local actors, leading to widespread humanitarian catastrophe and state fragmentation.
-
E.
Yemeni Revolution of 2011
The Yemeni Revolution of 2011 was a mass uprising against President Ali Abdullah Saleh’s decades-long rule, demanding political reform, an end to corruption, and greater freedoms as part of the wider wave of Arab Spring protests.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 20, 2026, 2:09 p.m.