Triple

T20636452
Position Surface form Disambiguated ID Type / Status
Subject Taroudant E507092 entity
Predicate hasMarket P2714 FINISHED
Object Berber souk
A Berber souk is a traditional North African marketplace where Amazigh (Berber) communities trade goods such as spices, textiles, handicrafts, and livestock in a lively open-air setting.
 E1442347 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: Berber souk | Statement: [Taroudant, hasMarket, Berber souk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berber souk
Context triple: [Taroudant, hasMarket, Berber souk]
  • A. Souk Al Magreb
    Souk Al Magreb is a Moroccan-themed retail shop located in the Morocco Pavilion at EPCOT in Walt Disney World, offering traditional crafts, decor, and souvenirs.
  • B. Souk El Trouk
    Souk El Trouk is a traditional market within the historic medina of Tunis, known for its specialized shops and vibrant commercial activity reflecting Ottoman-era influences.
  • C. Souk El Khemis
    Souk El Khemis is a town and commune located in Bouira Province in northern Algeria.
  • D. Souq al-Lahhamin
    Souq al-Lahhamin is a traditional meat market located within the historic Al-Madina Souq.
  • E. Souq al-Haddadin
    Souq al-Haddadin is a traditional blacksmiths’ market located within Al-Madina Souq, known for its metalworking shops and historic craftsmanship.
  • 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: Berber souk
Triple: [Taroudant, hasMarket, Berber souk]
Generated description
A Berber souk is a traditional North African marketplace where Amazigh (Berber) communities trade goods such as spices, textiles, handicrafts, and livestock in a lively open-air setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berber souk
Target entity description: A Berber souk is a traditional North African marketplace where Amazigh (Berber) communities trade goods such as spices, textiles, handicrafts, and livestock in a lively open-air setting.
  • A. Souk Al Magreb
    Souk Al Magreb is a Moroccan-themed retail shop located in the Morocco Pavilion at EPCOT in Walt Disney World, offering traditional crafts, decor, and souvenirs.
  • B. Souk El Trouk
    Souk El Trouk is a traditional market within the historic medina of Tunis, known for its specialized shops and vibrant commercial activity reflecting Ottoman-era influences.
  • C. Souk El Khemis
    Souk El Khemis is a town and commune located in Bouira Province in northern Algeria.
  • D. Souq al-Lahhamin
    Souq al-Lahhamin is a traditional meat market located within the historic Al-Madina Souq.
  • E. Souq al-Haddadin
    Souq al-Haddadin is a traditional blacksmiths’ market located within Al-Madina Souq, known for its metalworking shops and historic craftsmanship.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6ad0f5a88819090c1516f5543f3d4 completed April 20, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c585df208190becf0a78fad805f0 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c648e35881908c480b0afa383422 completed May 16, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08c6c6f9608190bdbcdd58f6b14008 completed May 16, 2026, 7:34 p.m.
Created at: April 16, 2026, 11:42 a.m.