Triple

T4959284
Position Surface form Disambiguated ID Type / Status
Subject Souss-Massa E111363 entity
Predicate containsCity P294 FINISHED
Object Aoulouz
Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
 E498160 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: Aoulouz | Statement: [Souss-Massa, containsCity, Aoulouz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aoulouz
Context triple: [Souss-Massa, containsCity, Aoulouz]
  • A. Aourir
    Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
  • B. 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.
  • C. Guellala
    Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
  • D. Chenoua
    Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
  • E. Boulemane
    Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
  • 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: Aoulouz
Triple: [Souss-Massa, containsCity, Aoulouz]
Generated description
Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aoulouz
Target entity description: Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
  • A. Aourir
    Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
  • B. 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.
  • C. Guellala
    Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
  • D. Chenoua
    Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
  • E. Boulemane
    Boulemane is a town and province in northeastern Morocco known for its mountainous landscapes and location within the Middle Atlas region.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d957cc8190b82fdd1ca61924bf completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69becfa8578c8190948a1597ebac3ca6 completed March 21, 2026, 5:04 p.m.
NEDg Description generation batch_69bed17485688190a0666b902e162564 completed March 21, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69bed1cae2cc819088d322c47945581b completed March 21, 2026, 5:13 p.m.
Created at: March 20, 2026, 1:32 p.m.