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.