Triple
T9804163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan airport network |
E237911
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Ubari Airport
Ubari Airport is a regional airport in southwestern Libya that serves the town of Ubari and the surrounding Fezzan desert area.
|
E822388
|
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: Ubari Airport | Statement: [Libyan airport network, hasComponent, Ubari Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ubari Airport Context triple: [Libyan airport network, hasComponent, Ubari Airport]
-
A.
Kufra Airport
Kufra Airport is a public airport serving the remote town of Al Kufrah in southeastern Libya, providing vital regional and domestic air connectivity.
-
B.
Timbuktu Airport
Timbuktu Airport is a small public airport in northern Mali that serves the historic city of Timbuktu and connects the remote desert region to the rest of the country.
-
C.
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.
-
D.
Zaria Airport
Zaria Airport is a regional airport in Kaduna State, Nigeria, serving the city of Zaria and its surrounding areas.
-
E.
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.
- 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: Ubari Airport Triple: [Libyan airport network, hasComponent, Ubari Airport]
Generated description
Ubari Airport is a regional airport in southwestern Libya that serves the town of Ubari and the surrounding Fezzan desert area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ubari Airport Target entity description: Ubari Airport is a regional airport in southwestern Libya that serves the town of Ubari and the surrounding Fezzan desert area.
-
A.
Kufra Airport
Kufra Airport is a public airport serving the remote town of Al Kufrah in southeastern Libya, providing vital regional and domestic air connectivity.
-
B.
Timbuktu Airport
Timbuktu Airport is a small public airport in northern Mali that serves the historic city of Timbuktu and connects the remote desert region to the rest of the country.
-
C.
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.
-
D.
Zaria Airport
Zaria Airport is a regional airport in Kaduna State, Nigeria, serving the city of Zaria and its surrounding areas.
-
E.
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.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab7a0ce881908f0555d194dece3f |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc57119881909616d835def02fc9 |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1cd137b30819089356b9fbc265d17 |
completed | April 5, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1cd8fcf488190bc72a99e81fb618b |
completed | April 5, 2026, 2:48 a.m. |
Created at: March 30, 2026, 8:29 p.m.