Triple
T9804155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan airport network |
E237911
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
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.
|
E820982
|
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: Kufra Airport | Statement: [Libyan airport network, hasComponent, Kufra Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kufra Airport Context triple: [Libyan airport network, hasComponent, Kufra Airport]
-
A.
Abu Simbel Airport
Abu Simbel Airport is a small regional airport in southern Egypt that serves tourists visiting the nearby Abu Simbel temples and surrounding area.
-
B.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
C.
Aswan International Airport
Aswan International Airport is a regional airport in southern Egypt that serves the city of Aswan and nearby tourist destinations along the Nile.
-
D.
Juba International Airport
Juba International Airport is the main international airport serving Juba, the capital city of South Sudan, and acts as a key hub for the country's air travel and humanitarian operations.
-
E.
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.
- 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: Kufra Airport Triple: [Libyan airport network, hasComponent, Kufra Airport]
Generated description
Kufra Airport is a public airport serving the remote town of Al Kufrah in southeastern Libya, providing vital regional and domestic air connectivity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kufra Airport Target entity description: Kufra Airport is a public airport serving the remote town of Al Kufrah in southeastern Libya, providing vital regional and domestic air connectivity.
-
A.
Abu Simbel Airport
Abu Simbel Airport is a small regional airport in southern Egypt that serves tourists visiting the nearby Abu Simbel temples and surrounding area.
-
B.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
C.
Aswan International Airport
Aswan International Airport is a regional airport in southern Egypt that serves the city of Aswan and nearby tourist destinations along the Nile.
-
D.
Juba International Airport
Juba International Airport is the main international airport serving Juba, the capital city of South Sudan, and acts as a key hub for the country's air travel and humanitarian operations.
-
E.
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.
- 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_69d1c4538760819099ba1e392d31a135 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c5162d8081908fd75276ec77a9f5 |
completed | April 5, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c57c587c8190a6e6de9231aea380 |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:29 p.m.