Triple
T10060251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tubu |
E208968
|
entity |
| Predicate | notableAreaOfSettlement |
P40057
|
FINISHED |
| Object | Kufra region |
E212829
|
NE FINISHED |
How this triple was built (3 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: Kufra region | Statement: [Tubu, notableAreaOfSettlement, Kufra region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kufra region Context triple: [Tubu, notableAreaOfSettlement, Kufra region]
-
A.
Kufra region
chosen
The Kufra region is a remote, sparsely populated oasis area in southeastern Libya, known as a traditional homeland of the Toubou people and a key crossroads for trans-Saharan routes.
-
B.
Kufra Oasis
Kufra Oasis is a remote group of fertile desert oases in southeastern Libya, historically important as a caravan stop and strategic hub in the Sahara.
-
C.
Gash-Barka Region
Gash-Barka Region is a largely rural administrative region in western Eritrea known for its agricultural importance and strategic location bordering Sudan and Ethiopia.
-
D.
Kharga Oasis
Kharga Oasis is a major inhabited depression in Egypt’s Western Desert, known for its date palms, ancient caravan routes, and archaeological sites spanning Pharaonic to Roman periods.
-
E.
Gash‑Barka
Gash‑Barka is a largely agricultural region in southwestern Eritrea known for its fertile land and role as one of the country’s main food-producing areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableAreaOfSettlement Context triple: [Tubu, notableAreaOfSettlement, Kufra region]
-
A.
notableRegionOfSettlement
chosen
Indicates that a specified region is a significant or prominent place where an entity is or has been settled.
-
B.
notableLocality
Indicates that a locality (such as a city, town, or region) is notably associated with, or significant to, the subject entity.
-
C.
notableLocation
Indicates that a location is especially significant, prominent, or noteworthy in relation to the subject.
-
D.
notableInCity
Indicates that an entity is particularly prominent, recognized, or significant within a specific city.
-
E.
notablePlace
Indicates that a place is especially significant, famous, or noteworthy in relation to the subject.
- F. None of above.
Provenance (4 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_69ca836094408190a36a1ea7e9a86fcd |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcfd0d23081909510785ef8a186a3 |
completed | April 2, 2026, 2:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a6779348190ab8db058fb6e5ce1 |
completed | April 5, 2026, 5:22 p.m. |
| PD | Predicate disambiguation | batch_69cd4b92573481909389bc6148ae7ea8 |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 8:57 p.m.