Triple

T8272849
Position Surface form Disambiguated ID Type / Status
Subject Arab cuisine E193468 entity
Predicate characteristicDish P19483 FINISHED
Object shakshouka
Shakshouka is a popular North African and Middle Eastern dish of eggs poached in a spiced tomato and pepper sauce, often served for breakfast or brunch.
E722947 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: shakshouka | Statement: [Arab cuisine, characteristicDish, shakshouka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: shakshouka
Context triple: [Arab cuisine, characteristicDish, shakshouka]
  • A. Ful medames
    Ful medames is a traditional Middle Eastern dish of slow-cooked fava beans, commonly eaten for breakfast and considered a national staple of Egyptian cuisine.
  • B. baba ghanoush
    Baba ghanoush is a Middle Eastern dip made from roasted eggplant blended with tahini, lemon juice, garlic, and seasonings.
  • C. Koshari
    Koshari is a popular Egyptian street food dish made from a hearty mix of rice, lentils, pasta, and chickpeas topped with spiced tomato sauce and crispy fried onions.
  • D. Molokhia soup
    Molokhia soup is a traditional Middle Eastern and North African dish made from finely chopped jute leaves cooked into a thick, garlicky, often chicken- or rabbit-based broth and typically served over rice or with bread.
  • E. Bab Iskender
    Bab Iskender is a narrow strait in the Red Sea region that forms part of the Bab-el-Mandeb, connecting the sea to the Gulf of Aden and serving as a key maritime passage between the Indian Ocean and the Mediterranean.
  • 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: shakshouka
Triple: [Arab cuisine, characteristicDish, shakshouka]
Generated description
Shakshouka is a popular North African and Middle Eastern dish of eggs poached in a spiced tomato and pepper sauce, often served for breakfast or brunch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: shakshouka
Target entity description: Shakshouka is a popular North African and Middle Eastern dish of eggs poached in a spiced tomato and pepper sauce, often served for breakfast or brunch.
  • A. Ful medames
    Ful medames is a traditional Middle Eastern dish of slow-cooked fava beans, commonly eaten for breakfast and considered a national staple of Egyptian cuisine.
  • B. baba ghanoush
    Baba ghanoush is a Middle Eastern dip made from roasted eggplant blended with tahini, lemon juice, garlic, and seasonings.
  • C. Koshari
    Koshari is a popular Egyptian street food dish made from a hearty mix of rice, lentils, pasta, and chickpeas topped with spiced tomato sauce and crispy fried onions.
  • D. Molokhia soup
    Molokhia soup is a traditional Middle Eastern and North African dish made from finely chopped jute leaves cooked into a thick, garlicky, often chicken- or rabbit-based broth and typically served over rice or with bread.
  • E. Bab Iskender
    Bab Iskender is a narrow strait in the Red Sea region that forms part of the Bab-el-Mandeb, connecting the sea to the Gulf of Aden and serving as a key maritime passage between the Indian Ocean and the Mediterranean.
  • 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_69ca82e14ae481908ffdb822cd2192bc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cbd11ed22c819082bf036602eaa038 completed March 31, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cd68502888819084bfe4621978711d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6c21172481908dc04b85ee4370a8 completed April 1, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e0d1b8c8190b5183cc176432061 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.