Triple
T3951995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timbuktu Region |
E84883
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
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.
|
E402528
|
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: Timbuktu Airport | Statement: [Timbuktu Region, hasTransport, Timbuktu Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timbuktu Airport Context triple: [Timbuktu Region, hasTransport, Timbuktu Airport]
-
A.
Diori Hamani International Airport
Diori Hamani International Airport is the main international airport serving Niamey, the capital city of Niger.
-
B.
Léopold Sédar Senghor International Airport
Léopold Sédar Senghor International Airport is the former main international airport of Senegal, serving the capital Dakar and named after the country's first president and renowned poet.
-
C.
Oran Ahmed Ben Bella Airport
Oran Ahmed Ben Bella Airport is the main international airport serving the city of Oran in northwestern Algeria.
-
D.
Modibo Keita International Airport
Modibo Keita International Airport is the main international gateway to Mali, serving the capital city Bamako and functioning as the country’s primary hub for passenger and cargo air traffic.
-
E.
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.
- 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: Timbuktu Airport Triple: [Timbuktu Region, hasTransport, Timbuktu Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timbuktu Airport Target entity description: 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.
-
A.
Diori Hamani International Airport
Diori Hamani International Airport is the main international airport serving Niamey, the capital city of Niger.
-
B.
Léopold Sédar Senghor International Airport
Léopold Sédar Senghor International Airport is the former main international airport of Senegal, serving the capital Dakar and named after the country's first president and renowned poet.
-
C.
Oran Ahmed Ben Bella Airport
Oran Ahmed Ben Bella Airport is the main international airport serving the city of Oran in northwestern Algeria.
-
D.
Modibo Keita International Airport
Modibo Keita International Airport is the main international gateway to Mali, serving the capital city Bamako and functioning as the country’s primary hub for passenger and cargo air traffic.
-
E.
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.
- 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef939d1308190930dc2c8272eafa4 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533a80d4c8190bb1aac1b2900d9a8 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b5341fb74081909a33753e5fdd5c32 |
completed | March 14, 2026, 10:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b534d279548190bee44aea7828ed3b |
completed | March 14, 2026, 10:13 a.m. |
Created at: March 9, 2026, 3:30 p.m.