Triple
T7267666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ulundi |
E161017
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Ulundi Airport
Ulundi Airport is a regional airport serving the town of Ulundi in KwaZulu-Natal, South Africa, providing air connectivity for passengers and local government activities.
|
E655701
|
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: Ulundi Airport | Statement: [Ulundi, hasAirport, Ulundi Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulundi Airport Context triple: [Ulundi, hasAirport, Ulundi Airport]
-
A.
Palana Airport
Palana Airport is a regional airport serving the settlement of Palana in Russia’s Kamchatka Krai, providing vital air connectivity to this remote northern area.
-
B.
Moshoeshoe I International Airport
Moshoeshoe I International Airport is the main international airport serving Lesotho, located near the capital city of Maseru.
-
C.
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.
-
D.
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.
-
E.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
- 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: Ulundi Airport Triple: [Ulundi, hasAirport, Ulundi Airport]
Generated description
Ulundi Airport is a regional airport serving the town of Ulundi in KwaZulu-Natal, South Africa, providing air connectivity for passengers and local government activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulundi Airport Target entity description: Ulundi Airport is a regional airport serving the town of Ulundi in KwaZulu-Natal, South Africa, providing air connectivity for passengers and local government activities.
-
A.
Palana Airport
Palana Airport is a regional airport serving the settlement of Palana in Russia’s Kamchatka Krai, providing vital air connectivity to this remote northern area.
-
B.
Moshoeshoe I International Airport
Moshoeshoe I International Airport is the main international airport serving Lesotho, located near the capital city of Maseru.
-
C.
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.
-
D.
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.
-
E.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
- 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_69c6885181008190b419040e22939c7c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eae7b2108190a6910f6655669db5 |
completed | March 27, 2026, 8:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e52b8ea0819096c331f78dee5e4b |
completed | March 28, 2026, 2:26 p.m. |
| NEDg | Description generation | batch_69c7e61a517081909fd5dedb8b9c58f0 |
completed | March 28, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e79dabc08190b486660def5d6c9e |
completed | March 28, 2026, 2:37 p.m. |
Created at: March 27, 2026, 2:58 p.m.