Triple
T4729582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puntland |
E104970
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Bosaso Airport
Bosaso Airport is the main civilian airport serving the coastal city of Bosaso in Somalia’s semi-autonomous Puntland region.
|
E465099
|
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: Bosaso Airport | Statement: [Puntland, hasAirport, Bosaso Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bosaso Airport Context triple: [Puntland, hasAirport, Bosaso 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.
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.
-
C.
Aden Adde International Airport
Aden Adde International Airport is the main international airport serving Mogadishu and the primary aviation gateway to Somalia.
-
D.
Socotra Airport
Socotra Airport is the main air gateway to Yemen’s remote Socotra Island, connecting the UNESCO-recognized archipelago with the mainland and limited international destinations.
-
E.
Kismayo Airport
Kismayo Airport is the main civil and military airfield serving the port city of Kismayo in southern Somalia’s Jubaland region.
- 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: Bosaso Airport Triple: [Puntland, hasAirport, Bosaso Airport]
Generated description
Bosaso Airport is the main civilian airport serving the coastal city of Bosaso in Somalia’s semi-autonomous Puntland region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bosaso Airport Target entity description: Bosaso Airport is the main civilian airport serving the coastal city of Bosaso in Somalia’s semi-autonomous Puntland 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.
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.
-
C.
Aden Adde International Airport
Aden Adde International Airport is the main international airport serving Mogadishu and the primary aviation gateway to Somalia.
-
D.
Socotra Airport
Socotra Airport is the main air gateway to Yemen’s remote Socotra Island, connecting the UNESCO-recognized archipelago with the mainland and limited international destinations.
-
E.
Kismayo Airport
Kismayo Airport is the main civil and military airfield serving the port city of Kismayo in southern Somalia’s Jubaland region.
- 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_69bd43ed84648190ae0b7ee8e8d00482 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd646135c881909030c21a163cc619 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10a4bc0481908935278afb13503d |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be13d99f9881908dd19dd40ac87a6d |
completed | March 21, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be143ea2108190941294255bc4679c |
completed | March 21, 2026, 3:45 a.m. |
Created at: March 20, 2026, 1:19 p.m.