Triple
T3090095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nubian Desert |
E64459
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Greater Sahara ecoregion
The Greater Sahara ecoregion is a vast hyper-arid desert biome spanning much of North Africa, characterized by extreme temperatures, sparse vegetation, and specialized flora and fauna adapted to its harsh conditions.
|
E39477
|
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: Greater Sahara ecoregion | Statement: [Nubian Desert, partOf, Greater Sahara ecoregion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Sahara ecoregion Context triple: [Nubian Desert, partOf, Greater Sahara ecoregion]
-
A.
Sahel
The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
-
B.
African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
-
C.
Sudan savanna
The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
-
D.
Nilo-Saharian
Nilo-Saharian is an alternative name for the proposed Nilo-Saharan language family, a large and geographically widespread group of languages spoken mainly in central and eastern Africa.
-
E.
Central Sahara
The Central Sahara is a vast, arid desert region in north-central Africa characterized by extreme climatic conditions, sparse population, and a long history of trans-Saharan trade and nomadic cultures.
- 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: Greater Sahara ecoregion Triple: [Nubian Desert, partOf, Greater Sahara ecoregion]
Generated description
The Greater Sahara ecoregion is a vast hyper-arid desert biome spanning much of North Africa, characterized by extreme temperatures, sparse vegetation, and specialized flora and fauna adapted to its harsh conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greater Sahara ecoregion Target entity description: The Greater Sahara ecoregion is a vast hyper-arid desert biome spanning much of North Africa, characterized by extreme temperatures, sparse vegetation, and specialized flora and fauna adapted to its harsh conditions.
-
A.
Sahel
The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
-
B.
African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
-
C.
Sudan savanna
The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
-
D.
Nilo-Saharian
Nilo-Saharian is an alternative name for the proposed Nilo-Saharan language family, a large and geographically widespread group of languages spoken mainly in central and eastern Africa.
-
E.
Central Sahara
chosen
The Central Sahara is a vast, arid desert region in north-central Africa characterized by extreme climatic conditions, sparse population, and a long history of trans-Saharan trade and nomadic cultures.
- 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_69ad857c97d88190b26f9b1c90839c77 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada20d8f788190b05b8b6b5042bc1a |
completed | March 8, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1f8a6fe2081909e2bf9ee5629f017 |
completed | March 11, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69b1f94a05608190bc163a6950586ff9 |
completed | March 11, 2026, 11:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f9ad0b148190b98f93699598dd1e |
completed | March 11, 2026, 11:24 p.m. |
Created at: March 8, 2026, 3:03 p.m.