Triple

T9365942
Position Surface form Disambiguated ID Type / Status
Subject Ishawiyen E225398 entity
Predicate ethnonymLanguage P4709 FINISHED
Object Chaouia language
The Chaouia language is a Zenati Berber language spoken primarily by the Chaoui people in the Aurès region of northeastern Algeria.
 E795342 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: Chaouia language | Statement: [Ishawiyen, ethnonymLanguage, Chaouia language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chaouia language
Context triple: [Ishawiyen, ethnonymLanguage, Chaouia language]
  • A. Chenoua language
    The Chenoua language is a Berber (Amazigh) language spoken by the Chenoua people in northern Algeria, particularly in the Chenoua massif region near Tipaza.
  • B. Ayt Seghrouchen dialect
    The Ayt Seghrouchen dialect is a variety of Central Atlas Tamazight spoken by the Ayt Seghrouchen Amazigh community in north-central Morocco.
  • C. Chokri language
    The Chokri language is a Sino-Tibetan language spoken primarily by the Chakhesang Naga community in the Indian state of Nagaland.
  • D. Awjila Berber language
    Awjila Berber is an endangered Eastern Berber language once spoken in the oasis town of Awjila in eastern Libya, notable for its archaic features and limited documentation.
  • E. Ayt Oumalou dialect
    The Ayt Oumalou dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Oumalou Amazigh communities in Morocco.
  • 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: Chaouia language
Triple: [Ishawiyen, ethnonymLanguage, Chaouia language]
Generated description
The Chaouia language is a Zenati Berber language spoken primarily by the Chaoui people in the Aurès region of northeastern Algeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chaouia language
Target entity description: The Chaouia language is a Zenati Berber language spoken primarily by the Chaoui people in the Aurès region of northeastern Algeria.
  • A. Chenoua language
    The Chenoua language is a Berber (Amazigh) language spoken by the Chenoua people in northern Algeria, particularly in the Chenoua massif region near Tipaza.
  • B. Ayt Seghrouchen dialect
    The Ayt Seghrouchen dialect is a variety of Central Atlas Tamazight spoken by the Ayt Seghrouchen Amazigh community in north-central Morocco.
  • C. Chokri language
    The Chokri language is a Sino-Tibetan language spoken primarily by the Chakhesang Naga community in the Indian state of Nagaland.
  • D. Awjila Berber language
    Awjila Berber is an endangered Eastern Berber language once spoken in the oasis town of Awjila in eastern Libya, notable for its archaic features and limited documentation.
  • E. Ayt Oumalou dialect
    The Ayt Oumalou dialect is a regional variety of Central Atlas Tamazight spoken by the Ayt Oumalou Amazigh communities in Morocco.
  • 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_69ca842cbddc819099d71ecec48cf9e5 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd5041261c81909edab3b7fcd1fe22 completed April 1, 2026, 5:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f3fbe7d481909712531d907b77d8 completed April 4, 2026, 11:20 a.m.
NEDg Description generation batch_69d0f51f8ae88190a15d2e521449c8b5 completed April 4, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_69d0f5d543a48190b9f25d4316664f04 completed April 4, 2026, 11:28 a.m.
Created at: March 30, 2026, 7:43 p.m.