Triple
T4681832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Berbera |
E103819
|
entity |
| Predicate | nearbyAirport |
P350
|
FINISHED |
| Object |
Berbera Airport
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.
|
E461485
|
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: Berbera Airport | Statement: [Port of Berbera, nearbyAirport, Berbera Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berbera Airport Context triple: [Port of Berbera, nearbyAirport, Berbera Airport]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
E.
N’Dolo Airport
N’Dolo Airport is a smaller, secondary airfield serving Kinshasa in the Democratic Republic of the Congo, primarily handling domestic and regional flights.
- 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: Berbera Airport Triple: [Port of Berbera, nearbyAirport, Berbera Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berbera Airport Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
E.
N’Dolo Airport
N’Dolo Airport is a smaller, secondary airfield serving Kinshasa in the Democratic Republic of the Congo, primarily handling domestic and regional flights.
- F. None of above. chosen
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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd637fedd0819097f59734a9f9a01f |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03ac44d481908ecb1fe84184a886 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be048d53d08190a72fb6d2e788e3c9 |
completed | March 21, 2026, 2:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be0529868c8190b20e8966315b263a |
completed | March 21, 2026, 2:40 a.m. |
Created at: March 20, 2026, 1:16 p.m.