Triple

T19576661
Position Surface form Disambiguated ID Type / Status
Subject Chtouka Aït Baha Province E489872 entity
Predicate hasCulturalGroup P1439 FINISHED
Object Chtouka tribe
The Chtouka tribe is a Berber ethnic group from southwestern Morocco, known for its Amazigh cultural traditions and historical presence in the Souss-Massa region.
E1382822 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: Chtouka tribe | Statement: [Chtouka Aït Baha Province, hasCulturalGroup, Chtouka tribe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chtouka tribe
Context triple: [Chtouka Aït Baha Province, hasCulturalGroup, Chtouka tribe]
  • A. Kalbeliya tribe
    The Kalbeliya tribe is a traditionally nomadic Rajasthani community of snake charmers and performers, renowned for their vibrant music, dance, and distinctive cultural heritage.
  • B. Ait Waryaghar tribe
    The Ait Waryaghar tribe is a prominent Rif Berber tribal group from northern Morocco, historically noted for its fierce resistance to Spanish and French colonial rule under the leadership of Abd el-Krim.
  • C. Kharoti tribe
    The Kharoti tribe is a prominent Pashtun tribal group traditionally inhabiting parts of southeastern Afghanistan, including areas of Paktika Province.
  • D. Ghatafan tribe
    The Ghatafan tribe was a powerful confederation of Arab tribes in central Arabia that notably opposed the early Muslim community during key conflicts in the Prophet Muhammad’s time.
  • E. Samma tribe
    The Samma tribe is a historic Sindhi Rajput community of South Asia, best known for founding and ruling the medieval Samma dynasty centered in Sindh.
  • 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: Chtouka tribe
Triple: [Chtouka Aït Baha Province, hasCulturalGroup, Chtouka tribe]
Generated description
The Chtouka tribe is a Berber ethnic group from southwestern Morocco, known for its Amazigh cultural traditions and historical presence in the Souss-Massa region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chtouka tribe
Target entity description: The Chtouka tribe is a Berber ethnic group from southwestern Morocco, known for its Amazigh cultural traditions and historical presence in the Souss-Massa region.
  • A. Kalbeliya tribe
    The Kalbeliya tribe is a traditionally nomadic Rajasthani community of snake charmers and performers, renowned for their vibrant music, dance, and distinctive cultural heritage.
  • B. Ait Waryaghar tribe
    The Ait Waryaghar tribe is a prominent Rif Berber tribal group from northern Morocco, historically noted for its fierce resistance to Spanish and French colonial rule under the leadership of Abd el-Krim.
  • C. Kharoti tribe
    The Kharoti tribe is a prominent Pashtun tribal group traditionally inhabiting parts of southeastern Afghanistan, including areas of Paktika Province.
  • D. Ghatafan tribe
    The Ghatafan tribe was a powerful confederation of Arab tribes in central Arabia that notably opposed the early Muslim community during key conflicts in the Prophet Muhammad’s time.
  • E. Samma tribe
    The Samma tribe is a historic Sindhi Rajput community of South Asia, best known for founding and ruling the medieval Samma dynasty centered in Sindh.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e64024c5b08190bbff6df633857874 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07578feebc819097d233618e09d1eb completed May 15, 2026, 5:27 p.m.
NEDg Description generation batch_6a075866def08190b7b4df8c37ed07c1 completed May 15, 2026, 5:31 p.m.
NED2 Entity disambiguation (via description) batch_6a0758c2a5f08190a963a7bab2039e73 completed May 15, 2026, 5:32 p.m.
Created at: April 10, 2026, 1:42 p.m.