Triple

T6668412
Position Surface form Disambiguated ID Type / Status
Subject Tarifit language E151662 entity
Predicate closelyRelatedTo P37 FINISHED
Object Shilha language
The Shilha language is a major Berber (Amazigh) language of southwestern Morocco, spoken primarily by the Shilha people in the High Atlas, Anti-Atlas, and Sous regions.
 E610195 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: Shilha language | Statement: [Tarifit language, closelyRelatedTo, Shilha language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shilha language
Context triple: [Tarifit language, closelyRelatedTo, Shilha language]
  • A. Kalasha language
    The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
  • B. Shughni language
    Shughni is an Eastern Iranian language spoken primarily in the Pamir region of Tajikistan and Afghanistan, known for its rich oral tradition and use among Shughni ethnic communities.
  • C. Angika language
    Angika language is an Eastern Indo-Aryan language spoken primarily in parts of Bihar and Jharkhand in India, known for its close relation to Maithili and its rich regional literary tradition.
  • D. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • E. Nomlaki language
    The Nomlaki language is an endangered Native American language traditionally spoken by the Nomlaki people of northern California.
  • 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: Shilha language
Triple: [Tarifit language, closelyRelatedTo, Shilha language]
Generated description
The Shilha language is a major Berber (Amazigh) language of southwestern Morocco, spoken primarily by the Shilha people in the High Atlas, Anti-Atlas, and Sous regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shilha language
Target entity description: The Shilha language is a major Berber (Amazigh) language of southwestern Morocco, spoken primarily by the Shilha people in the High Atlas, Anti-Atlas, and Sous regions.
  • A. Kalasha language
    The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
  • B. Shughni language
    Shughni is an Eastern Iranian language spoken primarily in the Pamir region of Tajikistan and Afghanistan, known for its rich oral tradition and use among Shughni ethnic communities.
  • C. Angika language
    Angika language is an Eastern Indo-Aryan language spoken primarily in parts of Bihar and Jharkhand in India, known for its close relation to Maithili and its rich regional literary tradition.
  • D. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • E. Nomlaki language
    The Nomlaki language is an endangered Native American language traditionally spoken by the Nomlaki people of northern California.
  • 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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0c4a8e48190aa3b2e41902d2f86 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef109f5c8190aa28b5d7aa192e6e completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a498cc8190a0494082b91b012d completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f136ac648190b94a7cda43139fd0 completed March 27, 2026, 9:05 p.m.
Created at: March 27, 2026, 2:02 p.m.