Triple

T8600731
Position Surface form Disambiguated ID Type / Status
Subject Tamasheq E203666 entity
Predicate hasAlternativeName P39 FINISHED
Object Tamachek
Tamachek is an alternative name for Tamasheq, a Berber language spoken by the Tuareg people of the Sahara region.
 E745912 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: Tamachek | Statement: [Tamasheq, hasAlternativeName, Tamachek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tamachek
Context triple: [Tamasheq, hasAlternativeName, Tamachek]
  • A. Tahkuna
    Tahkuna is a coastal settlement in northern Estonia, located on Hiiumaa Island and known for its proximity to the historic Tahkuna Lighthouse.
  • B. Taimani
    Taimani are a sub-tribe of the Aimaq people of western Afghanistan, traditionally semi-nomadic and known for pastoralism and tribal social structures.
  • C. Kutama
    Kutama is a rural village in the Zvimba District of northern Zimbabwe, known primarily as the birthplace of former president Robert Mugabe.
  • D. Machimura
    Machimura is a Japanese surname most notably associated with Nobutaka Machimura, a prominent Liberal Democratic Party politician and former foreign minister of Japan.
  • E. Ta-Mehu
    Ta-Mehu is the ancient Egyptian name for Lower Egypt, the northern region of the Nile Valley encompassing the Nile Delta.
  • 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: Tamachek
Triple: [Tamasheq, hasAlternativeName, Tamachek]
Generated description
Tamachek is an alternative name for Tamasheq, a Berber language spoken by the Tuareg people of the Sahara region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tamachek
Target entity description: Tamachek is an alternative name for Tamasheq, a Berber language spoken by the Tuareg people of the Sahara region.
  • A. Tahkuna
    Tahkuna is a coastal settlement in northern Estonia, located on Hiiumaa Island and known for its proximity to the historic Tahkuna Lighthouse.
  • B. Taimani
    Taimani are a sub-tribe of the Aimaq people of western Afghanistan, traditionally semi-nomadic and known for pastoralism and tribal social structures.
  • C. Kutama
    Kutama is a rural village in the Zvimba District of northern Zimbabwe, known primarily as the birthplace of former president Robert Mugabe.
  • D. Machimura
    Machimura is a Japanese surname most notably associated with Nobutaka Machimura, a prominent Liberal Democratic Party politician and former foreign minister of Japan.
  • E. Ta-Mehu
    Ta-Mehu is the ancient Egyptian name for Lower Egypt, the northern region of the Nile Valley encompassing the Nile Delta.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d8ff408190acc7cd8dc99b2689 completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8e903d0819095bfa87b83c3599f completed April 2, 2026, 5:35 p.m.
NEDg Description generation batch_69ceab40e6a88190bed8afb2262d72d8 completed April 2, 2026, 5:45 p.m.
NED2 Entity disambiguation (via description) batch_69ceabaa18188190b8a6e3b1704e5c12 completed April 2, 2026, 5:47 p.m.
Created at: March 30, 2026, 6:24 p.m.