Triple
T7065700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trans-Kalahari Corridor |
E164344
|
entity |
| Predicate | hasBorderPost |
P4105
|
FINISHED |
| Object |
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.
|
E642284
|
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: Skilpadshek Border Post | Statement: [Trans-Kalahari Corridor, hasBorderPost, Skilpadshek Border Post]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skilpadshek Border Post Context triple: [Trans-Kalahari Corridor, hasBorderPost, Skilpadshek Border Post]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Taftan border crossing
Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
-
E.
Al-Tanf border crossing
Al-Tanf border crossing is a strategic checkpoint on the Syria–Iraq border that has been a key site of military and geopolitical significance in the Syrian conflict.
- 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: Skilpadshek Border Post Triple: [Trans-Kalahari Corridor, hasBorderPost, Skilpadshek Border Post]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skilpadshek Border Post Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Taftan border crossing
Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
-
E.
Al-Tanf border crossing
Al-Tanf border crossing is a strategic checkpoint on the Syria–Iraq border that has been a key site of military and geopolitical significance in the Syrian conflict.
- 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_69c79c880dc08190813bd9bac580530a |
completed | March 28, 2026, 9:16 a.m. |
| NEDg | Description generation | batch_69c79d72dd70819084a4bf7e72865ed9 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79e12a40c8190b21128e17c3e212e |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:39 p.m.