Triple

T7053047
Position Surface form Disambiguated ID Type / Status
Subject Shilha people E164015 entity
Predicate traditionalMusic P526 FINISHED
Object Ahwach
Ahwach is a communal Amazigh performance art combining rhythmic drumming, chanted poetry, and group dance, especially associated with the Shilha people of southern Morocco.
 E638099 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: Ahwach | Statement: [Shilha people, traditionalMusic, Ahwach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahwach
Context triple: [Shilha people, traditionalMusic, Ahwach]
  • A. Asshewaqua
    Asshewaqua was the wife of the Sauk leader Black Hawk, a prominent Native American figure in early 19th-century United States history.
  • B. Wamoon
    Wamoon is a small rural locality in the Riverina region of New South Wales, Australia, situated within the agricultural district surrounding the town of Leeton.
  • C. Achawa
    Achawa is an alternative name for the Yao people, an ethnic group found primarily in parts of Malawi, Mozambique, and Tanzania.
  • D. Ohanapecosh
    Ohanapecosh is a lush river valley and campground area in the southeastern part of Mount Rainier National Park, known for its old-growth forests, clear turquoise waters, and scenic hiking trails.
  • E. Nowshak
    Nowshak is the highest mountain in Afghanistan and the second-highest peak in the Hindu Kush range.
  • 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: Ahwach
Triple: [Shilha people, traditionalMusic, Ahwach]
Generated description
Ahwach is a communal Amazigh performance art combining rhythmic drumming, chanted poetry, and group dance, especially associated with the Shilha people of southern Morocco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahwach
Target entity description: Ahwach is a communal Amazigh performance art combining rhythmic drumming, chanted poetry, and group dance, especially associated with the Shilha people of southern Morocco.
  • A. Asshewaqua
    Asshewaqua was the wife of the Sauk leader Black Hawk, a prominent Native American figure in early 19th-century United States history.
  • B. Wamoon
    Wamoon is a small rural locality in the Riverina region of New South Wales, Australia, situated within the agricultural district surrounding the town of Leeton.
  • C. Achawa
    Achawa is an alternative name for the Yao people, an ethnic group found primarily in parts of Malawi, Mozambique, and Tanzania.
  • D. Ohanapecosh
    Ohanapecosh is a lush river valley and campground area in the southeastern part of Mount Rainier National Park, known for its old-growth forests, clear turquoise waters, and scenic hiking trails.
  • E. Nowshak
    Nowshak is the highest mountain in Afghanistan and the second-highest peak in the Hindu Kush range.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e2515bb48190ac0efed0dd4252ad completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788980b50819085473407a176e04b completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78905c75c81908bee9a9000e05bd6 completed March 28, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69c789ecb50c8190b67bc1152b33d1eb completed March 28, 2026, 7:57 a.m.
Created at: March 27, 2026, 2:37 p.m.