Triple
T9074343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adrar des Ifoghas |
E217447
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Saharan highlands
The Saharan highlands are a series of rugged, elevated plateaus and massifs scattered across the central and western Sahara Desert, characterized by rocky terrain, deep valleys, and sparse desert vegetation.
|
E39039
|
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: Saharan highlands | Statement: [Adrar des Ifoghas, partOf, Saharan highlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saharan highlands Context triple: [Adrar des Ifoghas, partOf, Saharan highlands]
-
A.
Dakar Plateau
Dakar Plateau is the historic downtown district of Dakar, Senegal, known as the city’s commercial and administrative center.
-
B.
Saharan Atlas region
The Saharan Atlas region is a semi-arid mountainous zone on the northern edge of the Sahara Desert in Algeria and Tunisia, forming part of the broader Atlas Mountain system.
-
C.
Eritrean Highlands
The Eritrean Highlands are a mountainous plateau region in central and southern Eritrea known for their temperate climate, terraced agriculture, and dense Tigrinya-speaking population.
-
D.
Borkou-Ennedi-Tibesti
Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
-
E.
Guinea Highlands
The Guinea Highlands is a mountainous region in West Africa known for its rich mineral resources and as the headwaters of several major rivers, including the Niger.
- 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: Saharan highlands Triple: [Adrar des Ifoghas, partOf, Saharan highlands]
Generated description
The Saharan highlands are a series of rugged, elevated plateaus and massifs scattered across the central and western Sahara Desert, characterized by rocky terrain, deep valleys, and sparse desert vegetation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saharan highlands Target entity description: The Saharan highlands are a series of rugged, elevated plateaus and massifs scattered across the central and western Sahara Desert, characterized by rocky terrain, deep valleys, and sparse desert vegetation.
-
A.
Dakar Plateau
Dakar Plateau is the historic downtown district of Dakar, Senegal, known as the city’s commercial and administrative center.
-
B.
Saharan Atlas region
The Saharan Atlas region is a semi-arid mountainous zone on the northern edge of the Sahara Desert in Algeria and Tunisia, forming part of the broader Atlas Mountain system.
-
C.
Eritrean Highlands
The Eritrean Highlands are a mountainous plateau region in central and southern Eritrea known for their temperate climate, terraced agriculture, and dense Tigrinya-speaking population.
-
D.
Borkou-Ennedi-Tibesti
chosen
Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
-
E.
Guinea Highlands
The Guinea Highlands is a mountainous region in West Africa known for its rich mineral resources and as the headwaters of several major rivers, including the Niger.
- 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc95c4026c8190b553aedb9f4beabb |
completed | April 1, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d017aea1e481909f329ff451ed941c |
completed | April 3, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69d01963aac881909a4890948f7b7c1c |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d019f55a6c8190b7065c0dcb5bb1d9 |
completed | April 3, 2026, 7:50 p.m. |
Created at: March 30, 2026, 7:12 p.m.