Triple
T6985227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kabylie |
E161944
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Tizi Ouzou
Tizi Ouzou is a major city in northern Algeria known as a cultural and economic center of the Kabylie region and the Kabyle Berber people.
|
E633330
|
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: Tizi Ouzou | Statement: [Kabylie, hasMajorCity, Tizi Ouzou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tizi Ouzou Context triple: [Kabylie, hasMajorCity, Tizi Ouzou]
-
A.
Boulemane
Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
-
B.
Zouerate
Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
-
C.
Tahannaout
Tahannaout is a small town in central Morocco that serves as an administrative and market hub for the surrounding rural communities in the foothills of the High Atlas Mountains.
-
D.
Taounate
Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
-
E.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics 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: Tizi Ouzou Triple: [Kabylie, hasMajorCity, Tizi Ouzou]
Generated description
Tizi Ouzou is a major city in northern Algeria known as a cultural and economic center of the Kabylie region and the Kabyle Berber people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tizi Ouzou Target entity description: Tizi Ouzou is a major city in northern Algeria known as a cultural and economic center of the Kabylie region and the Kabyle Berber people.
-
A.
Boulemane
Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
-
B.
Zouerate
Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
-
C.
Tahannaout
Tahannaout is a small town in central Morocco that serves as an administrative and market hub for the surrounding rural communities in the foothills of the High Atlas Mountains.
-
D.
Taounate
Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
-
E.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db91fbc881908c26b7b991995062 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761cb0f1c8190b22b1ad2cd1d7a57 |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c7630440508190a66f218fd912d732 |
completed | March 28, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7639747b88190b3429817d53c5703 |
completed | March 28, 2026, 5:13 a.m. |
Created at: March 27, 2026, 2:31 p.m.