Triple
T3340141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laayoune |
E70237
|
entity |
| Predicate | hasMunicipalGovernment |
P3291
|
FINISHED |
| Object |
Laayoune municipal council
Laayoune municipal council is the local governing body responsible for administering and managing municipal affairs in the city of Laayoune in Western Sahara.
|
E70237
|
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: Laayoune municipal council | Statement: [Laayoune, hasMunicipalGovernment, Laayoune municipal council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laayoune municipal council Context triple: [Laayoune, hasMunicipalGovernment, Laayoune municipal council]
-
A.
Municipality of Essaouira
The Municipality of Essaouira is the local government authority responsible for administering the coastal Moroccan city of Essaouira, including its historic medina.
-
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.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
D.
Larache
Larache is a coastal city in northwestern Morocco, situated along the Atlantic Ocean and known for its historic medina and nearby ancient Phoenician-Roman archaeological site of Lixus.
-
E.
Batna Province
Batna Province is an administrative region in northeastern Algeria known for its predominantly Chaoui (Amazigh) population, mountainous Aurès landscapes, and important historical and cultural heritage.
- 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: Laayoune municipal council Triple: [Laayoune, hasMunicipalGovernment, Laayoune municipal council]
Generated description
Laayoune municipal council is the local governing body responsible for administering and managing municipal affairs in the city of Laayoune in Western Sahara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laayoune municipal council Target entity description: Laayoune municipal council is the local governing body responsible for administering and managing municipal affairs in the city of Laayoune in Western Sahara.
-
A.
Municipality of Essaouira
The Municipality of Essaouira is the local government authority responsible for administering the coastal Moroccan city of Essaouira, including its historic medina.
-
B.
Laayoune
chosen
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.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
D.
Larache
Larache is a coastal city in northwestern Morocco, situated along the Atlantic Ocean and known for its historic medina and nearby ancient Phoenician-Roman archaeological site of Lixus.
-
E.
Batna Province
Batna Province is an administrative region in northeastern Algeria known for its predominantly Chaoui (Amazigh) population, mountainous Aurès landscapes, and important historical and cultural heritage.
- 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1bf1f648190993ac8e9dda60983 |
completed | March 8, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a92555c81909a4769b6ecea5721 |
completed | March 12, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69b31c3aaba48190b203e344d71080f3 |
completed | March 12, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31da28a04819096e7ced5f123592a |
completed | March 12, 2026, 8:10 p.m. |
Created at: March 8, 2026, 3:12 p.m.