Triple
T22401054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libya–Tunisia border |
E553759
|
entity |
| Predicate | hasOasisNearby |
P148010
|
FINISHED |
| Object | Ghadames oasis |
—
|
NE NERFINISHED |
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: Ghadames oasis | Statement: [Libya–Tunisia border, hasOasisNearby, Ghadames oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghadames oasis Context triple: [Libya–Tunisia border, hasOasisNearby, Ghadames oasis]
-
A.
Ghadames Oasis
chosen
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.
Tessalit oasis
Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
-
C.
Smara oasis
Smara oasis is a historic desert oasis in Western Sahara that has long served as a vital stopover and settlement point for Saharan caravans and local communities.
-
D.
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.
-
E.
Tafilalet Oasis
Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
- 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: hasOasisNearby Context triple: [Libya–Tunisia border, hasOasisNearby, Ghadames oasis]
-
A.
hasOasisTown
Indicates that a location contains or is associated with a town situated around an oasis.
-
B.
hasIslandNearby
Indicates that one location is situated close to an island in geographic space.
-
C.
hasMajorOasis
Indicates that a location contains or is the site of a primary or significant oasis.
-
D.
hasNearbyLake
Indicates that one entity is located close to or in the vicinity of a lake.
-
E.
hasNearbyIslandPark
Indicates that an island park is located close to the referenced place or entity.
- F. None of above. chosen
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_69e11e4da7048190b4387d422a9a0de5 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f158b39c908190a735aa860d733869 |
completed | April 29, 2026, 1:02 a.m. |
| PD | Predicate disambiguation | batch_69e8989495bc81909d2699fce5992e28 |
completed | April 22, 2026, 9:44 a.m. |
| PDg | Predicate description generation | batch_69e8aa39e3388190b659d59948ebf3e6 |
completed | April 22, 2026, 11 a.m. |
Created at: April 16, 2026, 8:46 p.m.