Triple
T2268583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghat |
E50604
|
entity |
| Predicate | nearRegion |
P350
|
FINISHED |
| Object |
Tassili n’Ajjer area
The Tassili n’Ajjer area is a vast plateau in southeastern Algeria renowned for its dramatic sandstone formations and one of the world’s richest concentrations of prehistoric rock art.
|
E249987
|
NE FINISHED |
How this triple was built (5 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: Tassili n’Ajjer area | Statement: [Ghat, nearRegion, Tassili n’Ajjer area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tassili n’Ajjer area Context triple: [Ghat, nearRegion, Tassili n’Ajjer area]
-
A.
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.
-
B.
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.
-
C.
Erg Chebbi
Erg Chebbi is a famous expanse of towering sand dunes in southeastern Morocco, renowned as one of the most iconic desert landscapes of the Sahara.
-
D.
Rock-Art Sites of Tadrart Acacus
Rock-Art Sites of Tadrart Acacus is a UNESCO World Heritage-listed desert region in southwestern Libya renowned for its thousands of prehistoric rock paintings and carvings that document over 12,000 years of human history and environmental change.
-
E.
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.
- 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: Tassili n’Ajjer area Triple: [Ghat, nearRegion, Tassili n’Ajjer area]
Generated description
The Tassili n’Ajjer area is a vast plateau in southeastern Algeria renowned for its dramatic sandstone formations and one of the world’s richest concentrations of prehistoric rock art.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tassili n’Ajjer area Target entity description: The Tassili n’Ajjer area is a vast plateau in southeastern Algeria renowned for its dramatic sandstone formations and one of the world’s richest concentrations of prehistoric rock art.
-
A.
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.
-
B.
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.
-
C.
Erg Chebbi
Erg Chebbi is a famous expanse of towering sand dunes in southeastern Morocco, renowned as one of the most iconic desert landscapes of the Sahara.
-
D.
Rock-Art Sites of Tadrart Acacus
Rock-Art Sites of Tadrart Acacus is a UNESCO World Heritage-listed desert region in southwestern Libya renowned for its thousands of prehistoric rock paintings and carvings that document over 12,000 years of human history and environmental change.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearRegion Context triple: [Ghat, nearRegion, Tassili n’Ajjer area]
-
A.
nearbyState
Indicates that one state is geographically adjacent to or in close proximity to another state.
-
B.
nearbyCurrent
Indicates that one entity is located close to another entity at the present moment or in the current context.
-
C.
nearPass
Indicates that one entity moves or travels close to another entity without necessarily making direct contact or interaction.
-
D.
nearbyFrontier
Indicates that one entity is located close to a boundary or frontier region associated with another entity.
-
E.
near
chosen
Indicates that one entity is located at a short distance from another entity in space or position.
- F. None of above.
Provenance (6 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc2ea65288190bc8644a07a11dfa9 |
completed | March 7, 2026, 6:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71d70e488190a2f8276dd7a7bf9e |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae7470e3ac8190ac6e8f7cd10a4262 |
completed | March 9, 2026, 7:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae751895808190aac33870d80aab55 |
completed | March 9, 2026, 7:22 a.m. |
| PD | Predicate disambiguation | batch_69abbdb592588190ac1ef5e8c54575b1 |
completed | March 7, 2026, 5:55 a.m. |
Created at: March 4, 2026, 7:48 p.m.