Triple

T222891
Position Surface form Disambiguated ID Type / Status
Subject Berber languages E4254 entity
Predicate hasLanguage P15 FINISHED
Object Tarifit
Tarifit is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
 E28393 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: Tarifit | Statement: [Berber languages, hasLanguage, Tarifit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tarifit
Context triple: [Berber languages, hasLanguage, Tarifit]
  • A. The Price
    The Price is a 1968 play by American dramatist Arthur Miller that explores family conflict, memory, and the cost of choices through the story of two estranged brothers dividing their late father's possessions.
  • B. Anti-Atlas
    The Anti-Atlas is a rugged mountain range in southern Morocco known for its arid landscapes, ancient rock formations, and role as a transition zone between the High Atlas and the Sahara Desert.
  • C. Kalorama
    Kalorama is an affluent, historic residential neighborhood in Northwest Washington, D.C., known for its embassies, stately mansions, and prominent political residents.
  • D. The Pleased
    The Pleased was an indie rock band from San Francisco known for featuring harpist-singer-songwriter Joanna Newsom as a member early in her career.
  • E. Tora
    Tora is a popular nickname for the Hanshin Tigers, a professional Japanese baseball team based in the Kansai region.
  • 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: Tarifit
Triple: [Berber languages, hasLanguage, Tarifit]
Generated description
Tarifit is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tarifit
Target entity description: Tarifit is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
  • A. The Price
    The Price is a 1968 play by American dramatist Arthur Miller that explores family conflict, memory, and the cost of choices through the story of two estranged brothers dividing their late father's possessions.
  • B. Anti-Atlas
    The Anti-Atlas is a rugged mountain range in southern Morocco known for its arid landscapes, ancient rock formations, and role as a transition zone between the High Atlas and the Sahara Desert.
  • C. Kalorama
    Kalorama is an affluent, historic residential neighborhood in Northwest Washington, D.C., known for its embassies, stately mansions, and prominent political residents.
  • D. The Pleased
    The Pleased was an indie rock band from San Francisco known for featuring harpist-singer-songwriter Joanna Newsom as a member early in her career.
  • E. Tora
    Tora is a popular nickname for the Hanshin Tigers, a professional Japanese baseball team based in the Kansai region.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c705fd88190bfee7f5e1f7cee17 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d96acd88190ae3c8c86bee2572c completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a351694cf48190a87a4135868cab86 completed Feb. 28, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69a351c25af08190858e4d6644ddd75d completed Feb. 28, 2026, 8:36 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.