Triple

T6985314
Position Surface form Disambiguated ID Type / Status
Subject Tizi Ouzou Province E161945 entity
Predicate hasCity P316 FINISHED
Object Aït Bouzid
Aït Bouzid is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
 E657020 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 Bouzid | Statement: [Tizi Ouzou Province, hasCity, Aït Bouzid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aït Bouzid
Context triple: [Tizi Ouzou Province, hasCity, Aït Bouzid]
  • A. 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.
  • B. Sidi Bou Said
    Sidi Bou Said is a picturesque coastal village in northern Tunisia, famed for its blue-and-white architecture, cliffside views over the Mediterranean, and vibrant artistic heritage.
  • C. Ghadamis
    Ghadamis is an ancient oasis town in western Libya, renowned for its well-preserved traditional mud-brick architecture and status as a UNESCO World Heritage Site.
  • D. Medina of Sousse
    The Medina of Sousse is a historic walled old town in the Tunisian coastal city of Sousse, renowned for its well-preserved Islamic architecture and status as a UNESCO World Heritage Site.
  • E. Nouaceur
    Nouaceur is a town and municipality in the Casablanca-Settat region of Morocco, known for hosting Mohammed V International Airport.
  • 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 Bouzid
Triple: [Tizi Ouzou Province, hasCity, Aït Bouzid]
Generated description
Aït Bouzid is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aït Bouzid
Target entity description: Aït Bouzid is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • A. 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.
  • B. Sidi Bou Said
    Sidi Bou Said is a picturesque coastal village in northern Tunisia, famed for its blue-and-white architecture, cliffside views over the Mediterranean, and vibrant artistic heritage.
  • C. Ghadamis
    Ghadamis is an ancient oasis town in western Libya, renowned for its well-preserved traditional mud-brick architecture and status as a UNESCO World Heritage Site.
  • D. Medina of Sousse
    The Medina of Sousse is a historic walled old town in the Tunisian coastal city of Sousse, renowned for its well-preserved Islamic architecture and status as a UNESCO World Heritage Site.
  • E. Nouaceur
    Nouaceur is a town and municipality in the Casablanca-Settat region of Morocco, known for hosting Mohammed V International Airport.
  • 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_69c7eebe7d008190990482c7d6b512f5 completed March 28, 2026, 3:07 p.m.
NEDg Description generation batch_69c7ef95787c819086684c4286166b43 completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0644ebc8190971075d75e3a76d0 completed March 28, 2026, 3:14 p.m.
Created at: March 27, 2026, 2:31 p.m.