Triple

T8370072
Position Surface form Disambiguated ID Type / Status
Subject Kel Tagelmust E197430 entity
Predicate partOf P40 FINISHED
Object Tuareg confederations
Tuareg confederations are traditional, loosely organized political and social groupings of Tuareg clans and tribes that historically governed nomadic life across the central Sahara and Sahel.
E727094 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: Tuareg confederations | Statement: [Kel Tagelmust, partOf, Tuareg confederations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuareg confederations
Context triple: [Kel Tagelmust, partOf, Tuareg confederations]
  • A. Zenata tribal confederations of North Africa
    The Zenata tribal confederations of North Africa were a major grouping of Berber tribes that played a significant political and military role in the Maghreb and surrounding regions from antiquity through the medieval period.
  • B. Khuza'a confederation
    The Khuza'a confederation was an Arab tribal alliance in pre-Islamic and early Islamic Arabia that included clans such as the Banu Mustaliq and played a notable role in the politics of the Hijaz region.
  • C. Qashqai confederation
    The Qashqai confederation is a historically semi-nomadic tribal union in southwestern Iran, composed mainly of Turkic-speaking Qashqai people known for pastoralism, weaving, and a distinct cultural identity.
  • D. Kwararafa confederacy
    The Kwararafa confederacy was a powerful precolonial multi-ethnic state in the central Nigerian Middle Belt, historically dominated by the Jukun people and known for its military campaigns against major West African kingdoms.
  • E. Rif tribes
    The Rif tribes are indigenous Berber groups from Morocco’s mountainous Rif region, historically known for their fierce resistance to foreign rule, including Spanish colonial forces.
  • 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: Tuareg confederations
Triple: [Kel Tagelmust, partOf, Tuareg confederations]
Generated description
Tuareg confederations are traditional, loosely organized political and social groupings of Tuareg clans and tribes that historically governed nomadic life across the central Sahara and Sahel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuareg confederations
Target entity description: Tuareg confederations are traditional, loosely organized political and social groupings of Tuareg clans and tribes that historically governed nomadic life across the central Sahara and Sahel.
  • A. Zenata tribal confederations of North Africa
    The Zenata tribal confederations of North Africa were a major grouping of Berber tribes that played a significant political and military role in the Maghreb and surrounding regions from antiquity through the medieval period.
  • B. Khuza'a confederation
    The Khuza'a confederation was an Arab tribal alliance in pre-Islamic and early Islamic Arabia that included clans such as the Banu Mustaliq and played a notable role in the politics of the Hijaz region.
  • C. Qashqai confederation
    The Qashqai confederation is a historically semi-nomadic tribal union in southwestern Iran, composed mainly of Turkic-speaking Qashqai people known for pastoralism, weaving, and a distinct cultural identity.
  • D. Kwararafa confederacy
    The Kwararafa confederacy was a powerful precolonial multi-ethnic state in the central Nigerian Middle Belt, historically dominated by the Jukun people and known for its military campaigns against major West African kingdoms.
  • E. Rif tribes
    The Rif tribes are indigenous Berber groups from Morocco’s mountainous Rif region, historically known for their fierce resistance to foreign rule, including Spanish colonial forces.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a400888190bef114052f3c4f76 completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc79752b48190933ea644a59f2305 completed April 2, 2026, 1:34 a.m.
NEDg Description generation batch_69cdcc88ee7881909c81d55a5354cbae completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd366df88190aefa4fe9d5d470e6 completed April 2, 2026, 1:58 a.m.
Created at: March 30, 2026, 6:01 p.m.