Triple
T2030860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chaoui |
E44512
|
entity |
| Predicate | traditionalRegion |
P1968
|
FINISHED |
| Object |
Khenchela Province
Khenchela Province is an eastern Algerian region known for its predominantly Chaoui (Amazigh) population, mountainous landscapes, and rich Berber cultural heritage.
|
E225399
|
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: Khenchela Province | Statement: [Chaoui, traditionalRegion, Khenchela Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khenchela Province Context triple: [Chaoui, traditionalRegion, Khenchela Province]
-
A.
Annaba Province
Annaba Province is an administrative region in northeastern Algeria, centered around the coastal city of Annaba and known for its Mediterranean shoreline and industrial activities.
-
B.
Tizi Ouzou Province
Tizi Ouzou Province is a predominantly Kabyle-speaking region in northern Algeria known as a cultural and political center of Kabylia.
-
C.
Al Haouz Province
Al Haouz Province is an administrative region in central Morocco, in the Marrakesh-Safi area, known for encompassing part of the High Atlas Mountains including the Toubkal massif.
-
D.
Bouira Province
Bouira Province is an administrative region in northern Algeria that lies within the traditional Kabyle area of the Tell Atlas mountains.
-
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: Khenchela Province Triple: [Chaoui, traditionalRegion, Khenchela Province]
Generated description
Khenchela Province is an eastern Algerian region known for its predominantly Chaoui (Amazigh) population, mountainous landscapes, and rich Berber cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khenchela Province Target entity description: Khenchela Province is an eastern Algerian region known for its predominantly Chaoui (Amazigh) population, mountainous landscapes, and rich Berber cultural heritage.
-
A.
Annaba Province
Annaba Province is an administrative region in northeastern Algeria, centered around the coastal city of Annaba and known for its Mediterranean shoreline and industrial activities.
-
B.
Tizi Ouzou Province
Tizi Ouzou Province is a predominantly Kabyle-speaking region in northern Algeria known as a cultural and political center of Kabylia.
-
C.
Al Haouz Province
Al Haouz Province is an administrative region in central Morocco, in the Marrakesh-Safi area, known for encompassing part of the High Atlas Mountains including the Toubkal massif.
-
D.
Bouira Province
Bouira Province is an administrative region in northern Algeria that lies within the traditional Kabyle area of the Tell Atlas mountains.
-
E.
Batna Province
chosen
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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb915c9548190809d08c4d67466fb |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fed963c8190ac205b46f93ad650 |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae2092c3ac8190b2f1f3e9c980f40a |
completed | March 9, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae21c757c88190a151e01ee0825d85 |
completed | March 9, 2026, 1:26 a.m. |
Created at: March 4, 2026, 7:38 p.m.