Triple
T5191342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbera |
E117160
|
entity |
| Predicate | airportName |
P4100
|
FINISHED |
| Object | Berbera Airport |
E461485
|
NE FINISHED |
How this triple was built (2 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: Berbera Airport | Statement: [Berbera, airportName, Berbera Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berbera Airport Context triple: [Berbera, airportName, Berbera Airport]
-
A.
Berbera Airport
chosen
Berbera Airport is a major airfield in Berbera, Somaliland, historically used as a strategic military and refueling base and now serving civilian air traffic for the region.
-
B.
Galkayo Airport
Galkayo Airport is a regional public airport serving the city of Galkayo in central Somalia, facilitating domestic flights and connecting the Galmudug region with other parts of the country.
-
C.
Asmara International Airport
Asmara International Airport is the main international gateway to Eritrea, serving the capital city of Asmara and handling the country’s primary commercial air traffic.
-
D.
Bosaso Airport
Bosaso Airport is the main civilian airport serving the coastal city of Bosaso in Somalia’s semi-autonomous Puntland region.
-
E.
Djibouti–Ambouli International Airport
Djibouti–Ambouli International Airport is the main civilian and military airport serving the Republic of Djibouti, functioning as a key regional hub for air traffic in the Horn of Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79ed61c88190bda492f6489f44de |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee09146788190bfaac25a31e76ab5 |
completed | March 21, 2026, 6:16 p.m. |
Created at: March 20, 2026, 1:46 p.m.