Triple
T3876363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshana Region |
E92509
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Ondangwa Airport
Ondangwa Airport is a regional airport in northern Namibia that serves the town of Ondangwa and surrounding communities in the Oshana Region.
|
E394743
|
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: Ondangwa Airport | Statement: [Oshana Region, hasTransportInfrastructure, Ondangwa Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ondangwa Airport Context triple: [Oshana Region, hasTransportInfrastructure, Ondangwa Airport]
-
A.
Umbu Mehang Kunda Airport
Umbu Mehang Kunda Airport is a regional airport serving the island of Sumba in East Nusa Tenggara, Indonesia, providing domestic connections to major Indonesian cities.
-
B.
Hosea Kutako International Airport
Hosea Kutako International Airport is the main international gateway to Namibia, serving the capital city of Windhoek and handling the majority of the country’s long-haul and regional air traffic.
-
C.
Tabora Airport
Tabora Airport is a regional public airport serving the town and surrounding Tabora Region in western Tanzania.
-
D.
Vunisea Airport
Vunisea Airport is a small public airport serving the island of Kadavu in Fiji, providing domestic connections primarily to and from the capital, Suva.
-
E.
Moshoeshoe I International Airport
Moshoeshoe I International Airport is the main international airport serving Lesotho, located near the capital city of Maseru.
- 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: Ondangwa Airport Triple: [Oshana Region, hasTransportInfrastructure, Ondangwa Airport]
Generated description
Ondangwa Airport is a regional airport in northern Namibia that serves the town of Ondangwa and surrounding communities in the Oshana Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ondangwa Airport Target entity description: Ondangwa Airport is a regional airport in northern Namibia that serves the town of Ondangwa and surrounding communities in the Oshana Region.
-
A.
Umbu Mehang Kunda Airport
Umbu Mehang Kunda Airport is a regional airport serving the island of Sumba in East Nusa Tenggara, Indonesia, providing domestic connections to major Indonesian cities.
-
B.
Hosea Kutako International Airport
Hosea Kutako International Airport is the main international gateway to Namibia, serving the capital city of Windhoek and handling the majority of the country’s long-haul and regional air traffic.
-
C.
Tabora Airport
Tabora Airport is a regional public airport serving the town and surrounding Tabora Region in western Tanzania.
-
D.
Vunisea Airport
Vunisea Airport is a small public airport serving the island of Kadavu in Fiji, providing domestic connections primarily to and from the capital, Suva.
-
E.
Moshoeshoe I International Airport
Moshoeshoe I International Airport is the main international airport serving Lesotho, located near the capital city of Maseru.
- 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec719c148190a731773ac262221b |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5124f095881909143b624128ff569 |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b512f4041081908eb32ae059681afa |
completed | March 14, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5137200a08190bd2a78398e03803e |
completed | March 14, 2026, 7:51 a.m. |
Created at: March 9, 2026, 3:20 p.m.