Triple

T20293679
Position Surface form Disambiguated ID Type / Status
Subject Ubari Lakes E510090 entity
Predicate nearEthnicGroup P139568 FINISHED
Object Tuareg NE NERFINISHED

How this triple was built (3 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: Tuareg | Statement: [Ubari Lakes, nearEthnicGroup, Tuareg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuareg
Context triple: [Ubari Lakes, nearEthnicGroup, Tuareg]
  • A. Tuareg chosen
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • B. Rendille people
    The Rendille people are a traditionally semi-nomadic Cushitic-speaking pastoralist ethnic group of northern Kenya, known for herding camels in arid regions and maintaining distinctive cultural and ritual practices.
  • C. Siwa Berber
    Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
  • D. Sanhaja Berbers
    The Sanhaja Berbers were a major medieval Berber tribal confederation of North and Northwest Africa, influential in the Sahara and Maghreb and central to the rise of the Almoravid dynasty.
  • E. Awraba Berbers
    The Awraba Berbers were an influential Berber tribe of North Africa, prominent in early Islamic-era Morocco and known for their political and military role in the region.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearEthnicGroup
Context triple: [Ubari Lakes, nearEthnicGroup, Tuareg]
  • A. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • B. relatedEthnicGroup
    Indicates that there is a notable ethnic connection or association between two ethnic groups, such as shared ancestry, culture, or historical ties.
  • C. containedEthnicGroup
    Indicates that one entity (typically a larger group, region, or population) includes or encompasses a particular ethnic group within it.
  • D. sharesEthnicity
    Indicates that two entities belong to the same ethnic group or share the same ethnic background.
  • E. holderEthnicity
    Indicates the ethnic background or group to which the holder of something (e.g., a document, account, or item) belongs.
  • F. None of above. chosen

Provenance (4 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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67704262c8190bc903b733d849881 completed April 20, 2026, 6:57 p.m.
PD Predicate disambiguation batch_69e55b21b09081909e46691b6f45a07f completed April 19, 2026, 10:45 p.m.
PDg Predicate description generation batch_69e56702ad04819099c1c08f28d16809 completed April 19, 2026, 11:36 p.m.
Created at: April 16, 2026, 11:13 a.m.