Triple

T6668292
Position Surface form Disambiguated ID Type / Status
Subject Rifian E151659 entity
Predicate hasNativeName P1435 FINISHED
Object ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)
ⵜⴰⵔⵉⴼⵉⵜ (Tarifit) is a Northern Berber language spoken primarily by the Rifian people in the Rif region of northern Morocco.
 E610191 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: ⵜⴰⵔⵉⴼⵉⵜ (Tarifit) | Statement: [Rifian, hasNativeName, ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)
Context triple: [Rifian, hasNativeName, ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)]
  • A. Taliouine
    Taliouine is a small town in southern Morocco renowned as one of the country’s main saffron-producing centers and a gateway to the Jbel Sirwa region.
  • B. Al Tarf
    Al Tarf is a bright giant star in the constellation Cancer, designated as Beta Cancri and visible to the naked eye.
  • C. Al Tarf
    Al Tarf is a traditional name for Gamma Cancri, a star in the constellation Cancer.
  • D. Tafilalt
    Tafilalt is a historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and as the ancestral homeland of Morocco’s ruling Alaouite dynasty.
  • E. Maaloula
    Maaloula is a historic Syrian mountain village renowned as one of the last places where Western Neo-Aramaic, a modern descendant of the language of Jesus, is still spoken.
  • 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: ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)
Triple: [Rifian, hasNativeName, ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)]
Generated description
ⵜⴰⵔⵉⴼⵉⵜ (Tarifit) is a Northern Berber language spoken primarily by the Rifian people in the Rif region of northern Morocco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ⵜⴰⵔⵉⴼⵉⵜ (Tarifit)
Target entity description: ⵜⴰⵔⵉⴼⵉⵜ (Tarifit) is a Northern Berber language spoken primarily by the Rifian people in the Rif region of northern Morocco.
  • A. Taliouine
    Taliouine is a small town in southern Morocco renowned as one of the country’s main saffron-producing centers and a gateway to the Jbel Sirwa region.
  • B. Al Tarf
    Al Tarf is a bright giant star in the constellation Cancer, designated as Beta Cancri and visible to the naked eye.
  • C. Al Tarf
    Al Tarf is a traditional name for Gamma Cancri, a star in the constellation Cancer.
  • D. Tafilalt
    Tafilalt is a historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and as the ancestral homeland of Morocco’s ruling Alaouite dynasty.
  • E. Maaloula
    Maaloula is a historic Syrian mountain village renowned as one of the last places where Western Neo-Aramaic, a modern descendant of the language of Jesus, is still spoken.
  • 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.