Triple
T20169379
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guelmim-Oued Noun |
E491915
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Laâyoune-Boujdour-Sakia El Hamra
Laâyoune-Boujdour-Sakia El Hamra was a former administrative region in southern Morocco that encompassed part of the disputed Western Sahara territory, with Laâyoune as its capital.
|
E1414452
|
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-Boujdour-Sakia El Hamra | Statement: [Guelmim-Oued Noun, borderedBy, Laâyoune-Boujdour-Sakia El Hamra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laâyoune-Boujdour-Sakia El Hamra Context triple: [Guelmim-Oued Noun, borderedBy, Laâyoune-Boujdour-Sakia El Hamra]
-
A.
Guelmim
Guelmim is a city in southern Morocco known as a gateway to the Sahara and a regional center for Saharan trade and culture.
-
B.
Laayoune
Laayoune is the largest city and de facto administrative center of Western Sahara, located in the northwest of the disputed territory near the Atlantic coast.
-
C.
El Jadida
El Jadida is a coastal city in western Morocco known for its historic Portuguese fortifications and status as a UNESCO World Heritage Site.
-
D.
Beni Mellal-Khénifra
Beni Mellal-Khénifra is an administrative region in central Morocco known for its agricultural production, mountainous landscapes, and the city of Beni Mellal as a major urban center.
-
E.
Laâyoune Province
Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
- 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-Boujdour-Sakia El Hamra Triple: [Guelmim-Oued Noun, borderedBy, Laâyoune-Boujdour-Sakia El Hamra]
Generated description
Laâyoune-Boujdour-Sakia El Hamra was a former administrative region in southern Morocco that encompassed part of the disputed Western Sahara territory, with Laâyoune as its capital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laâyoune-Boujdour-Sakia El Hamra Target entity description: Laâyoune-Boujdour-Sakia El Hamra was a former administrative region in southern Morocco that encompassed part of the disputed Western Sahara territory, with Laâyoune as its capital.
-
A.
Guelmim
Guelmim is a city in southern Morocco known as a gateway to the Sahara and a regional center for Saharan trade and culture.
-
B.
Laayoune
Laayoune is the largest city and de facto administrative center of Western Sahara, located in the northwest of the disputed territory near the Atlantic coast.
-
C.
El Jadida
El Jadida is a coastal city in western Morocco known for its historic Portuguese fortifications and status as a UNESCO World Heritage Site.
-
D.
Beni Mellal-Khénifra
Beni Mellal-Khénifra is an administrative region in central Morocco known for its agricultural production, mountainous landscapes, and the city of Beni Mellal as a major urban center.
-
E.
Laâyoune Province
Laâyoune Province is an administrative subdivision in the disputed Western Sahara territory, administered by Morocco and centered around the city of Laayoune.
- 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_69da6266c6888190bc1a3ecf24814d34 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e66846f4ec81908b0dc6a6e0ec27dd |
completed | April 20, 2026, 5:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a083482950c8190aff6eb232ebbdd79 |
completed | May 16, 2026, 9:10 a.m. |
| NEDg | Description generation | batch_6a08354678488190a04794496edc4333 |
completed | May 16, 2026, 9:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08360def9c8190b8a2d48814ee13c8 |
completed | May 16, 2026, 9:17 a.m. |
Created at: April 11, 2026, 11:35 p.m.