Triple

T8529232
Position Surface form Disambiguated ID Type / Status
Subject Tipaza Province E201899 entity
Predicate contains P35 FINISHED
Object Bouharoun
Bouharoun is a coastal town in northern Algeria known for its Mediterranean shoreline and location within Tipaza Province.
 E743138 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: Bouharoun | Statement: [Tipaza Province, contains, Bouharoun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bouharoun
Context triple: [Tipaza Province, contains, Bouharoun]
  • A. Boulemane
    Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
  • B. Bouzeguene
    Bouzeguene is a town and commune in northern Algeria, situated in the Kabylie region within Tizi Ouzou Province.
  • C. Zouerate
    Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
  • D. Bordj T'har
    Bordj T'har is a town located in northeastern Algeria within Jijel Province, known for its position along the Mediterranean coastal region.
  • E. Kharbouch
    Kharbouch is the family surname of Moroccan-American rapper and entrepreneur French Montana.
  • 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: Bouharoun
Triple: [Tipaza Province, contains, Bouharoun]
Generated description
Bouharoun is a coastal town in northern Algeria known for its Mediterranean shoreline and location within Tipaza Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bouharoun
Target entity description: Bouharoun is a coastal town in northern Algeria known for its Mediterranean shoreline and location within Tipaza Province.
  • A. Boulemane
    Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
  • B. Bouzeguene
    Bouzeguene is a town and commune in northern Algeria, situated in the Kabylie region within Tizi Ouzou Province.
  • C. Zouerate
    Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
  • D. Bordj T'har
    Bordj T'har is a town located in northeastern Algeria within Jijel Province, known for its position along the Mediterranean coastal region.
  • E. Kharbouch
    Kharbouch is the family surname of Moroccan-American rapper and entrepreneur French Montana.
  • 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_69ca83228b24819085d22e7dc99f5d94 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe67409f08190b20d13d26e9a362c completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce890333d08190b510d970e6d6fee5 completed April 2, 2026, 3:19 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:17 p.m.