Triple
T7065709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trans-Kalahari Corridor |
E164344
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Walvis Bay Corridor Group
The Walvis Bay Corridor Group is a public–private partnership in Namibia that develops and promotes key transport and logistics corridors linking the Port of Walvis Bay to markets in southern Africa.
|
E638566
|
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: Walvis Bay Corridor Group | Statement: [Trans-Kalahari Corridor, associatedWith, Walvis Bay Corridor Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walvis Bay Corridor Group Context triple: [Trans-Kalahari Corridor, associatedWith, Walvis Bay Corridor Group]
-
A.
Mount Pleasant Group
Mount Pleasant Group is a Canadian not-for-profit organization that operates multiple cemeteries, crematoria, and funeral-related services in the Greater Toronto Area.
-
B.
Manukau Harbour Restoration Society
The Manukau Harbour Restoration Society is a community-based advocacy group dedicated to protecting, restoring, and improving the environmental health and sustainable use of Auckland’s Manukau Harbour.
-
C.
Fitzroy Basin Association
The Fitzroy Basin Association is a regional natural resource management group in Queensland, Australia, focused on coordinating sustainable land and water management across the Fitzroy River catchment.
-
D.
Morrumbene District
Morrumbene District is an administrative district located within Inhambane Province in southern Mozambique.
-
E.
Beitbridge District
Beitbridge District is an administrative district in southern Zimbabwe that includes the border town of Beitbridge and serves as a key transit area between Zimbabwe and South Africa.
- 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: Walvis Bay Corridor Group Triple: [Trans-Kalahari Corridor, associatedWith, Walvis Bay Corridor Group]
Generated description
The Walvis Bay Corridor Group is a public–private partnership in Namibia that develops and promotes key transport and logistics corridors linking the Port of Walvis Bay to markets in southern Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walvis Bay Corridor Group Target entity description: The Walvis Bay Corridor Group is a public–private partnership in Namibia that develops and promotes key transport and logistics corridors linking the Port of Walvis Bay to markets in southern Africa.
-
A.
Mount Pleasant Group
Mount Pleasant Group is a Canadian not-for-profit organization that operates multiple cemeteries, crematoria, and funeral-related services in the Greater Toronto Area.
-
B.
Manukau Harbour Restoration Society
The Manukau Harbour Restoration Society is a community-based advocacy group dedicated to protecting, restoring, and improving the environmental health and sustainable use of Auckland’s Manukau Harbour.
-
C.
Fitzroy Basin Association
The Fitzroy Basin Association is a regional natural resource management group in Queensland, Australia, focused on coordinating sustainable land and water management across the Fitzroy River catchment.
-
D.
Morrumbene District
Morrumbene District is an administrative district located within Inhambane Province in southern Mozambique.
-
E.
Beitbridge District
Beitbridge District is an administrative district in southern Zimbabwe that includes the border town of Beitbridge and serves as a key transit area between Zimbabwe and South Africa.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4a4e7188190aef123ff1a2aa473 |
completed | March 27, 2026, 8:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788bd74d88190bf2f52c95404d9bf |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c7892a387c8190856eac695fbcfb02 |
completed | March 28, 2026, 7:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c789bc4fa081908cf40ec8ff189b90 |
completed | March 28, 2026, 7:56 a.m. |
Created at: March 27, 2026, 2:39 p.m.