Triple

T6985312
Position Surface form Disambiguated ID Type / Status
Subject Tizi Ouzou Province E161945 entity
Predicate hasCity P316 FINISHED
Object Aït Boumahdi
Aït Boumahdi is a town located in the mountainous Kabylie region of northern Algeria within Tizi Ouzou Province.
 E654941 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 Boumahdi | Statement: [Tizi Ouzou Province, hasCity, Aït Boumahdi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aït Boumahdi
Context triple: [Tizi Ouzou Province, hasCity, Aït Boumahdi]
  • A. Aït Mahmoud
    Aït Mahmoud is a town located in Tizi Ouzou Province in the Kabylie region of northern Algeria.
  • B. 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.
  • C. Aït Aïssi
    Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • D. Aït Yahia
    Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
  • E. Aït Khellili
    Aït Khellili is a town located in northern Algeria’s Kabylie region 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 Boumahdi
Triple: [Tizi Ouzou Province, hasCity, Aït Boumahdi]
Generated description
Aït Boumahdi 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 Boumahdi
Target entity description: Aït Boumahdi is a town located in the mountainous Kabylie region of northern Algeria within Tizi Ouzou Province.
  • A. Aït Mahmoud
    Aït Mahmoud is a town located in Tizi Ouzou Province in the Kabylie region of northern Algeria.
  • B. 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.
  • C. Aït Aïssi
    Aït Aïssi is a town located in the Kabylie region of northern Algeria, within Tizi Ouzou Province.
  • D. Aït Yahia
    Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
  • E. Aït Khellili
    Aït Khellili is a town located in northern Algeria’s Kabylie region 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_69c7e50580c08190aa737043ad7520a0 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e6aab6548190b50202944f69c800 completed March 28, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7e6f9997081908e1768bc22c5dd48 completed March 28, 2026, 2:34 p.m.
Created at: March 27, 2026, 2:31 p.m.