Triple
T11785607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Africa–Namibia border |
E280261
|
entity |
| Predicate | borderCrossing |
P4105
|
FINISHED |
| Object |
Nakop border post
Nakop border post is a key land border crossing and customs checkpoint between South Africa and Namibia, serving road traffic and trade between the two countries.
|
E946393
|
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: Nakop border post | Statement: [South Africa–Namibia border, borderCrossing, Nakop border post]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakop border post Context triple: [South Africa–Namibia border, borderCrossing, Nakop border post]
-
A.
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.
-
B.
Pagak border crossing
Pagak border crossing is a key land entry point between Ethiopia and South Sudan, serving as an important route for trade, travel, and humanitarian movement in the region.
-
C.
Xa Mat Border Gate
Xa Mat Border Gate is an international land border crossing between Vietnam and Cambodia located in Tây Ninh Province, serving as a key checkpoint for trade and travel.
-
D.
Pandamatenga border crossing
Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
-
E.
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.
- 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: Nakop border post Triple: [South Africa–Namibia border, borderCrossing, Nakop border post]
Generated description
Nakop border post is a key land border crossing and customs checkpoint between South Africa and Namibia, serving road traffic and trade between the two countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nakop border post Target entity description: Nakop border post is a key land border crossing and customs checkpoint between South Africa and Namibia, serving road traffic and trade between the two countries.
-
A.
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.
-
B.
Pagak border crossing
Pagak border crossing is a key land entry point between Ethiopia and South Sudan, serving as an important route for trade, travel, and humanitarian movement in the region.
-
C.
Xa Mat Border Gate
Xa Mat Border Gate is an international land border crossing between Vietnam and Cambodia located in Tây Ninh Province, serving as a key checkpoint for trade and travel.
-
D.
Pandamatenga border crossing
Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
-
E.
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.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a585795c8190aa8a5edf0d99b47f |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090d861f481909b920197a3d60e28 |
completed | April 28, 2026, 10:50 a.m. |
| NEDg | Description generation | batch_69f0bd3f39608190b29027b30664bd9c |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef5afd448190953b5d9929478132 |
completed | April 28, 2026, 5:33 p.m. |
Created at: April 8, 2026, 9:42 p.m.