Triple
T13593715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zimbabwe–Mozambique border crossings network |
E324759
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Nyamapanda border post
Nyamapanda border post is a key land crossing point between Zimbabwe and Mozambique, serving as an important route for regional trade and travel.
|
E1048386
|
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: Nyamapanda border post | Statement: [Zimbabwe–Mozambique border crossings network, hasComponent, Nyamapanda border post]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nyamapanda border post Context triple: [Zimbabwe–Mozambique border crossings network, hasComponent, Nyamapanda border post]
-
A.
Chirundu Border Post
Chirundu Border Post is a key town and border crossing between Zimbabwe and Zambia, serving as an important transit point for regional trade and travel.
-
B.
Kazungula border crossing
The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
-
C.
Mamuno Border Post
Mamuno Border Post is a key land border crossing between Botswana and Namibia that serves as an important gateway for regional trade and travel along the Trans-Kalahari Corridor.
-
D.
Trans-Kalahari Border Post
Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
-
E.
Skilpadshek Border Post
Skilpadshek Border Post is a major road border crossing between South Africa and Botswana that serves as a key gateway on the Trans-Kalahari Corridor for regional trade and transport.
- 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: Nyamapanda border post Triple: [Zimbabwe–Mozambique border crossings network, hasComponent, Nyamapanda border post]
Generated description
Nyamapanda border post is a key land crossing point between Zimbabwe and Mozambique, serving as an important route for regional trade and travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nyamapanda border post Target entity description: Nyamapanda border post is a key land crossing point between Zimbabwe and Mozambique, serving as an important route for regional trade and travel.
-
A.
Chirundu Border Post
Chirundu Border Post is a key town and border crossing between Zimbabwe and Zambia, serving as an important transit point for regional trade and travel.
-
B.
Kazungula border crossing
The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
-
C.
Mamuno Border Post
Mamuno Border Post is a key land border crossing between Botswana and Namibia that serves as an important gateway for regional trade and travel along the Trans-Kalahari Corridor.
-
D.
Trans-Kalahari Border Post
Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
-
E.
Skilpadshek Border Post
Skilpadshek Border Post is a major road border crossing between South Africa and Botswana that serves as a key gateway on the Trans-Kalahari Corridor for regional trade and transport.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb057f1c881909a3bb77c659a724a |
completed | April 12, 2026, 2:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bc762a08190b5d29cef9923da84 |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77643b0348190962bf23a9857edbe |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7791add908190af69b23a54eb7560 |
completed | May 3, 2026, 4:34 p.m. |
Created at: April 9, 2026, 9:49 p.m.