Triple

T9523299
Position Surface form Disambiguated ID Type / Status
Subject Aurès Mountains E229696 entity
Predicate languageRegion P387 FINISHED
Object Shawiya Berber
Shawiya Berber is a Zenati Berber language spoken primarily by the Shawiya people of northeastern Algeria.
 E151661 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: Shawiya Berber | Statement: [Aurès Mountains, languageRegion, Shawiya Berber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shawiya Berber
Context triple: [Aurès Mountains, languageRegion, Shawiya Berber]
  • A. Nafusi Berber
    Nafusi Berber is a Berber (Amazigh) language variety traditionally spoken by the indigenous Amazigh communities of the Nafusa Mountains region in western Libya.
  • B. Zenati Berber
    Zenati Berber is a subgroup of Northern Berber languages spoken primarily in parts of Morocco and Algeria, characterized by shared phonological and lexical features distinct from other Berber varieties.
  • C. Boudriaa Ben Yadjis
    Boudriaa Ben Yadjis is a town and commune located in Jijel Province in northeastern Algeria.
  • D. Hamma Bouziane
    Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
  • E. Intissar
    Intissar is an Arabic given name, commonly used for women, that means "victory" or "triumph."
  • 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: Shawiya Berber
Triple: [Aurès Mountains, languageRegion, Shawiya Berber]
Generated description
Shawiya Berber is a Zenati Berber language spoken primarily by the Shawiya people of northeastern Algeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shawiya Berber
Target entity description: Shawiya Berber is a Zenati Berber language spoken primarily by the Shawiya people of northeastern Algeria.
  • A. Nafusi Berber
    Nafusi Berber is a Berber (Amazigh) language variety traditionally spoken by the indigenous Amazigh communities of the Nafusa Mountains region in western Libya.
  • B. Zenati Berber chosen
    Zenati Berber is a subgroup of Northern Berber languages spoken primarily in parts of Morocco and Algeria, characterized by shared phonological and lexical features distinct from other Berber varieties.
  • C. Boudriaa Ben Yadjis
    Boudriaa Ben Yadjis is a town and commune located in Jijel Province in northeastern Algeria.
  • D. Hamma Bouziane
    Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
  • E. Intissar
    Intissar is an Arabic given name, commonly used for women, that means "victory" or "triumph."
  • F. None of above.

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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9898e0b48190a3e3f0f1616d5055 completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a61fbd08190bb68ffe29da3a34a completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13c0344388190aefc18936b17b9f0 completed April 4, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69d13c7b2954819096a276e083d4fed1 completed April 4, 2026, 4:29 p.m.
Created at: March 30, 2026, 7:59 p.m.