Triple

T1931766
Position Surface form Disambiguated ID Type / Status
Subject Kel Adagh E40960 entity
Predicate region P40 FINISHED
Object Adrar des Ifoghas
Adrar des Ifoghas is a rugged mountainous massif in northeastern Mali, known as a historic stronghold of Tuareg communities and a remote desert landscape of plateaus, valleys, and rock formations.
E217446 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: Adrar des Ifoghas | Statement: [Kel Adagh, region, Adrar des Ifoghas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adrar des Ifoghas
Context triple: [Kel Adagh, region, Adrar des Ifoghas]
  • A. Ghadames Oasis
    Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
  • B. Kalbeliya
    Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
  • C. Dakhla Oasis
    Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
  • D. Chenoua
    Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
  • E. Siwa Oasis
    Siwa Oasis is a remote, historically rich oasis in Egypt near the Libyan border, famed for its ancient Oracle of Amun, distinctive Berber culture, and dramatic desert landscapes.
  • 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: Adrar des Ifoghas
Triple: [Kel Adagh, region, Adrar des Ifoghas]
Generated description
Adrar des Ifoghas is a rugged mountainous massif in northeastern Mali, known as a historic stronghold of Tuareg communities and a remote desert landscape of plateaus, valleys, and rock formations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adrar des Ifoghas
Target entity description: Adrar des Ifoghas is a rugged mountainous massif in northeastern Mali, known as a historic stronghold of Tuareg communities and a remote desert landscape of plateaus, valleys, and rock formations.
  • A. Ghadames Oasis
    Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
  • B. Kalbeliya
    Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
  • C. Dakhla Oasis
    Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
  • D. Chenoua
    Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
  • E. Siwa Oasis
    Siwa Oasis is a remote, historically rich oasis in Egypt near the Libyan border, famed for its ancient Oracle of Amun, distinctive Berber culture, and dramatic desert landscapes.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb297ec2c819092ad62d72005223d completed March 7, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3ef29e0819081b37664224dee91 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf598ee5c819081549042859e076f completed March 8, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69adf6a6cc18819092a4e6535ce1376c completed March 8, 2026, 10:22 p.m.
Created at: March 4, 2026, 7:35 p.m.