Triple
T9691185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marsa al-Brega |
E234538
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
Marsa Brega Airport
Marsa Brega Airport is a small public airport in Marsa al-Brega, Libya, primarily handling domestic flights and serving the nearby oil and industrial facilities.
|
E815705
|
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: Marsa Brega Airport | Statement: [Marsa al-Brega, servedBy, Marsa Brega Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsa Brega Airport Context triple: [Marsa al-Brega, servedBy, Marsa Brega Airport]
-
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.
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.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
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.
Jowhar Airport
Jowhar Airport is a public airfield serving the town of Jowhar in Somalia, providing regional air transport connections.
- 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: Marsa Brega Airport Triple: [Marsa al-Brega, servedBy, Marsa Brega Airport]
Generated description
Marsa Brega Airport is a small public airport in Marsa al-Brega, Libya, primarily handling domestic flights and serving the nearby oil and industrial facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsa Brega Airport Target entity description: Marsa Brega Airport is a small public airport in Marsa al-Brega, Libya, primarily handling domestic flights and serving the nearby oil and industrial facilities.
-
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.
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.
Rabah Bitat Airport
Rabah Bitat Airport is the main international airport serving the city of Annaba in northeastern Algeria.
-
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.
Jowhar Airport
Jowhar Airport is a public airfield serving the town of Jowhar in Somalia, providing regional air transport connections.
- 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_69ca84ca73208190957a900c8543bdcc |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d0422e88190a234ba74eb0dad25 |
completed | April 1, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19118874c81909a97f874b1dc2db8 |
completed | April 4, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69d193a5cdac8190b84564f397d00124 |
completed | April 4, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d19457c6488190a7bc72e1a27c088a |
completed | April 4, 2026, 10:44 p.m. |
Created at: March 30, 2026, 8:17 p.m.