Triple

T301611
Position Surface form Disambiguated ID Type / Status
Subject Tuareg E6207 entity
Predicate subgroup P10 FINISHED
Object Kel Ahaggar
Kel Ahaggar are a Tuareg confederation traditionally inhabiting the Ahaggar (Hoggar) Mountains region of southern Algeria, known for their nomadic pastoralist culture and distinctive social organization.
E40960 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: Kel Ahaggar | Statement: [Tuareg, subgroup, Kel Ahaggar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kel Ahaggar
Context triple: [Tuareg, subgroup, Kel Ahaggar]
  • A. Margalla Hills
    Margalla Hills is a picturesque hill range in northern Pakistan that forms part of the Himalayan foothills and serves as a popular recreational and hiking area near Islamabad.
  • B. Tibesti Mountains
    The Tibesti Mountains are a remote volcanic mountain range in the central Sahara, spanning northern Chad and southern Libya and known for their high peaks, rugged terrain, and association with the Tebu people.
  • C. Kel Adagh
    Kel Adagh is a Tuareg confederation traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali and parts of the central Sahara.
  • D. K2
    K2 is the world’s second-highest mountain, a notoriously difficult and dangerous peak in the Karakoram range of the Himalayas.
  • E. Bale Mountains
    The Bale Mountains are a high-altitude range in southeastern Ethiopia known for their unique Afro-alpine ecosystems, endemic wildlife, and the Bale Mountains National Park.
  • 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: Kel Ahaggar
Triple: [Tuareg, subgroup, Kel Ahaggar]
Generated description
Kel Ahaggar are a Tuareg confederation traditionally inhabiting the Ahaggar (Hoggar) Mountains region of southern Algeria, known for their nomadic pastoralist culture and distinctive social organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kel Ahaggar
Target entity description: Kel Ahaggar are a Tuareg confederation traditionally inhabiting the Ahaggar (Hoggar) Mountains region of southern Algeria, known for their nomadic pastoralist culture and distinctive social organization.
  • A. Margalla Hills
    Margalla Hills is a picturesque hill range in northern Pakistan that forms part of the Himalayan foothills and serves as a popular recreational and hiking area near Islamabad.
  • B. Tibesti Mountains
    The Tibesti Mountains are a remote volcanic mountain range in the central Sahara, spanning northern Chad and southern Libya and known for their high peaks, rugged terrain, and association with the Tebu people.
  • C. Kel Adagh chosen
    Kel Adagh is a Tuareg confederation traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali and parts of the central Sahara.
  • D. K2
    K2 is the world’s second-highest mountain, a notoriously difficult and dangerous peak in the Karakoram range of the Himalayas.
  • E. Bale Mountains
    The Bale Mountains are a high-altitude range in southeastern Ethiopia known for their unique Afro-alpine ecosystems, endemic wildlife, and the Bale Mountains National Park.
  • F. None of above.

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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea0dd1dc8190aecd5afdeb2fd74b completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cafbcc10819083680d9a24fe2a2b completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb7843208190bf27d5d1aafe13ec completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cbca682c8190b886a5a212608846 completed March 1, 2026, 5:16 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.