Triple
T2131796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sabha Airport |
E46555
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Libyan airport network
The Libyan airport network is the system of civil and military airports and airfields across Libya that supports the country’s domestic and international air transport.
|
E237911
|
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: Libyan airport network | Statement: [Sabha Airport, partOf, Libyan airport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan airport network Context triple: [Sabha Airport, partOf, Libyan airport network]
-
A.
Misrata International Airport
Misrata International Airport is a major Libyan airport serving the coastal city of Misrata with both civilian and military air operations.
-
B.
Tripoli International Airport
Tripoli International Airport is the main international airport serving Libya’s capital, Tripoli, and was historically the country’s busiest aviation hub.
-
C.
Sirte, Libya
Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
-
D.
Libyan Air Force
The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
-
E.
Tunis–Carthage International Airport
Tunis–Carthage International Airport is the main international gateway to Tunisia, serving the capital city and surrounding region with passenger and cargo 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: Libyan airport network Triple: [Sabha Airport, partOf, Libyan airport network]
Generated description
The Libyan airport network is the system of civil and military airports and airfields across Libya that supports the country’s domestic and international air transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan airport network Target entity description: The Libyan airport network is the system of civil and military airports and airfields across Libya that supports the country’s domestic and international air transport.
-
A.
Misrata International Airport
Misrata International Airport is a major Libyan airport serving the coastal city of Misrata with both civilian and military air operations.
-
B.
Tripoli International Airport
Tripoli International Airport is the main international airport serving Libya’s capital, Tripoli, and was historically the country’s busiest aviation hub.
-
C.
Sirte, Libya
Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
-
D.
Libyan Air Force
The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
-
E.
Tunis–Carthage International Airport
Tunis–Carthage International Airport is the main international gateway to Tunisia, serving the capital city and surrounding region with passenger and cargo 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb7b13ac819094d43159fff984cf |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a82a7c8190bc6737034d01f176 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae528634608190bf10e3abf5a2c2d9 |
completed | March 9, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae536431bc8190b9f293d74046cb27 |
completed | March 9, 2026, 4:58 a.m. |
Created at: March 4, 2026, 7:44 p.m.