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.