Triple
T14149972
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laâyoune Province |
E350652
|
entity |
| Predicate | governedAsPartOf |
P766
|
FINISHED |
| Object |
Laâyoune-Sakia El Hamra region
Laâyoune-Sakia El Hamra is an administrative region in southern Morocco that encompasses parts of the disputed Western Sahara territory and has Laâyoune as its principal city.
|
E350652
|
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: Laâyoune-Sakia El Hamra region | Statement: [Laâyoune Province, governedAsPartOf, Laâyoune-Sakia El Hamra region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laâyoune-Sakia El Hamra region Context triple: [Laâyoune Province, governedAsPartOf, Laâyoune-Sakia El Hamra region]
-
A.
Laâyoune Province
Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
-
B.
Guelmim-Oued Noun region
Guelmim-Oued Noun is a region in southwestern Morocco known for its desert landscapes, oasis towns, and role as a gateway between the Atlas Mountains and the Sahara.
-
C.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
D.
Casablanca-Settat region
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
E.
Béni Mellal-Khénifra region
Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
- 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: Laâyoune-Sakia El Hamra region Triple: [Laâyoune Province, governedAsPartOf, Laâyoune-Sakia El Hamra region]
Generated description
Laâyoune-Sakia El Hamra is an administrative region in southern Morocco that encompasses parts of the disputed Western Sahara territory and has Laâyoune as its principal city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laâyoune-Sakia El Hamra region Target entity description: Laâyoune-Sakia El Hamra is an administrative region in southern Morocco that encompasses parts of the disputed Western Sahara territory and has Laâyoune as its principal city.
-
A.
Laâyoune Province
chosen
Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
-
B.
Guelmim-Oued Noun region
Guelmim-Oued Noun is a region in southwestern Morocco known for its desert landscapes, oasis towns, and role as a gateway between the Atlas Mountains and the Sahara.
-
C.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
D.
Casablanca-Settat region
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
E.
Béni Mellal-Khénifra region
Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
- F. None of above.
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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6124e23481909e5132a40a1d8624 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd2802ba608190849313ff2661cd07 |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd2c4104c481908b09448870df0fb5 |
completed | May 8, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2cc71b248190aa78697c5bc397e6 |
completed | May 8, 2026, 12:22 a.m. |
Created at: April 10, 2026, 12:56 a.m.