Triple

T6985309
Position Surface form Disambiguated ID Type / Status
Subject Tizi Ouzou Province E161945 entity
Predicate hasCity P316 FINISHED
Object Aït Aïssi
Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
E649864 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 Aïssi | Statement: [Tizi Ouzou Province, hasCity, Aït Aïssi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aït Aïssi
Context triple: [Tizi Ouzou Province, hasCity, Aït Aïssi]
  • A. Aït Yahia
    Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
  • B. Aït Aggouacha
    Aït Aggouacha is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • C. Aït Bouaddou
    Aït Bouaddou is a town and commune in northern Algeria’s Kabylie region, known for its Berber (Amazigh) cultural heritage and mountainous surroundings.
  • D. Aït Mahmoud
    Aït Mahmoud is a town located in Tizi Ouzou Province in the Kabylie region of northern Algeria.
  • E. Aït Chafâa
    Aït Chafâa is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • 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 Aïssi
Triple: [Tizi Ouzou Province, hasCity, Aït Aïssi]
Generated description
Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aït Aïssi
Target entity description: Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • A. Aït Yahia
    Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
  • B. Aït Aggouacha
    Aït Aggouacha is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • C. Aït Bouaddou
    Aït Bouaddou is a town and commune in northern Algeria’s Kabylie region, known for its Berber (Amazigh) cultural heritage and mountainous surroundings.
  • D. Aït Mahmoud
    Aït Mahmoud is a town located in Tizi Ouzou Province in the Kabylie region of northern Algeria.
  • E. Aït Chafâa
    Aït Chafâa is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • 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_69c7cbbd30e48190bbd75c8c442fea5a completed March 28, 2026, 12:38 p.m.
NEDg Description generation batch_69c7ccafd63c81908e5eab61ed615180 completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd9966e481909eb3c23bb59777d9 completed March 28, 2026, 12:46 p.m.
Created at: March 27, 2026, 2:31 p.m.