Triple

T20636451
Position Surface form Disambiguated ID Type / Status
Subject Taroudant E507092 entity
Predicate hasMarket P2714 FINISHED
Object Arab souk
Arab souk is a traditional Middle Eastern and North African marketplace characterized by narrow alleys lined with stalls selling spices, textiles, handicrafts, and everyday goods.
E1442346 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: Arab souk | Statement: [Taroudant, hasMarket, Arab souk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab souk
Context triple: [Taroudant, hasMarket, Arab souk]
  • A. Souq Al-Mubarakiya
    Souq Al-Mubarakiya is one of Kuwait’s oldest traditional markets, known for its historic architecture, local foods, spices, textiles, and vibrant cultural atmosphere.
  • B. Souq al-Qasab
    Souq al-Qasab is a traditional market area within Aleppo’s historic Al-Madina Souq, known for its specialized trade and old-world commercial atmosphere.
  • C. Souq Al Majarrah
    Souq Al Majarrah was a traditional waterfront market building in Sharjah that was later converted into the Sharjah Museum of Islamic Civilization.
  • D. Souq Sharq
    Souq Sharq is a popular waterfront shopping mall and leisure complex in Kuwait City, known for its mix of retail stores, restaurants, and a marina.
  • E. Al-Hamidiyah Souq
    Al-Hamidiyah Souq is a historic, covered marketplace in the Old City of Damascus, renowned for its long vaulted arcade, traditional shops, and role as a major commercial and social hub in Syria.
  • 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: Arab souk
Triple: [Taroudant, hasMarket, Arab souk]
Generated description
Arab souk is a traditional Middle Eastern and North African marketplace characterized by narrow alleys lined with stalls selling spices, textiles, handicrafts, and everyday goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab souk
Target entity description: Arab souk is a traditional Middle Eastern and North African marketplace characterized by narrow alleys lined with stalls selling spices, textiles, handicrafts, and everyday goods.
  • A. Souq Al-Mubarakiya
    Souq Al-Mubarakiya is one of Kuwait’s oldest traditional markets, known for its historic architecture, local foods, spices, textiles, and vibrant cultural atmosphere.
  • B. Souq al-Qasab
    Souq al-Qasab is a traditional market area within Aleppo’s historic Al-Madina Souq, known for its specialized trade and old-world commercial atmosphere.
  • C. Souq Al Majarrah
    Souq Al Majarrah was a traditional waterfront market building in Sharjah that was later converted into the Sharjah Museum of Islamic Civilization.
  • D. Souq Sharq
    Souq Sharq is a popular waterfront shopping mall and leisure complex in Kuwait City, known for its mix of retail stores, restaurants, and a marina.
  • E. Al-Hamidiyah Souq
    Al-Hamidiyah Souq is a historic, covered marketplace in the Old City of Damascus, renowned for its long vaulted arcade, traditional shops, and role as a major commercial and social hub in Syria.
  • 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.