Triple

T1394637
Position Surface form Disambiguated ID Type / Status
Subject Kabyle E30636 entity
Predicate region P40 FINISHED
Object Tizi Ouzou Province
Tizi Ouzou Province is a predominantly Kabyle-speaking region in northern Algeria known as a cultural and political center of Kabylia.
E161945 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 Province | Statement: [Kabyle, region, Tizi Ouzou Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tizi Ouzou Province
Context triple: [Kabyle, region, Tizi Ouzou Province]
  • A. 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.
  • B. Boumerdès Province
    Boumerdès Province is a coastal administrative region in northern Algeria known for its Mediterranean shoreline, seismic activity, and mixed Arab-Kabyle population.
  • C. Kidal Region
    Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
  • D. Algiers Province
    Algiers Province is an administrative region in northern Algeria that encompasses the nation’s capital city, Algiers, and serves as a key political and economic center of the country.
  • E. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • 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 Province
Triple: [Kabyle, region, Tizi Ouzou Province]
Generated description
Tizi Ouzou Province is a predominantly Kabyle-speaking region in northern Algeria known as a cultural and political center of Kabylia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tizi Ouzou Province
Target entity description: Tizi Ouzou Province is a predominantly Kabyle-speaking region in northern Algeria known as a cultural and political center of Kabylia.
  • A. 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.
  • B. Boumerdès Province
    Boumerdès Province is a coastal administrative region in northern Algeria known for its Mediterranean shoreline, seismic activity, and mixed Arab-Kabyle population.
  • C. Kidal Region
    Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
  • D. Algiers Province
    Algiers Province is an administrative region in northern Algeria that encompasses the nation’s capital city, Algiers, and serves as a key political and economic center of the country.
  • E. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • 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_69a498fd4e408190bd73eca30ea9754c completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c37e60388190a8efcb345be7a1b9 completed March 1, 2026, 10:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace56e32608190a03485d7cb5941a8 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace6527e088190a1ea0ec178b4e0ce completed March 8, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69ace6b543ec819080a5ddeed0273644 completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:59 p.m.