Triple
T19356498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midelt Province |
E484160
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Aït Oufella
Aït Oufella is a small rural settlement located in Midelt Province in central Morocco, likely characterized by a mountainous, high-plateau environment.
|
E1377756
|
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: Aït Oufella | Statement: [Midelt Province, hasSettlement, Aït Oufella]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aït Oufella Context triple: [Midelt Province, hasSettlement, Aït Oufella]
-
A.
Aït Ourir
Aït Ourir is a small town in central Morocco, located east of Marrakech and known as a local market and agricultural center in the Haouz region.
-
B.
Aït Chafâa
Aït Chafâa is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
-
C.
Aït Aïssi
Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
-
D.
Aït Yahia
Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
-
E.
Aït Toudert
Aït Toudert is a town located in the Kabylie region of northern Algeria, within the mountainous area of Tizi Ouzou.
- 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: Aït Oufella Triple: [Midelt Province, hasSettlement, Aït Oufella]
Generated description
Aït Oufella is a small rural settlement located in Midelt Province in central Morocco, likely characterized by a mountainous, high-plateau environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aït Oufella Target entity description: Aït Oufella is a small rural settlement located in Midelt Province in central Morocco, likely characterized by a mountainous, high-plateau environment.
-
A.
Aït Ourir
Aït Ourir is a small town in central Morocco, located east of Marrakech and known as a local market and agricultural center in the Haouz region.
-
B.
Aït Chafâa
Aït Chafâa is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
-
C.
Aït Aïssi
Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
-
D.
Aït Yahia
Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
-
E.
Aït Toudert
Aït Toudert is a town located in the Kabylie region of northern Algeria, within the mountainous area of Tizi Ouzou.
- 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_69d8e8d305088190ad13571532aa454c |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e619096c1081909ce2cbf7ae804e73 |
completed | April 20, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07404041288190b8b76ea6f4209636 |
completed | May 15, 2026, 3:48 p.m. |
| NEDg | Description generation | batch_6a0740d489988190bf12f8515934e811 |
completed | May 15, 2026, 3:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07416b52888190aa6b2a251b407abd |
completed | May 15, 2026, 3:53 p.m. |
Created at: April 10, 2026, 1:34 p.m.