Triple
T11785626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Africa–Namibia border |
E280261
|
entity |
| Predicate | passesNearTown |
P3883
|
FINISHED |
| Object | Karasburg |
E654905
|
NE FINISHED |
How this triple was built (3 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: Karasburg | Statement: [South Africa–Namibia border, passesNearTown, Karasburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karasburg Context triple: [South Africa–Namibia border, passesNearTown, Karasburg]
-
A.
Karasburg
chosen
Karasburg is a small town in southern Namibia that serves as a local commercial and transport hub near the South African border.
-
B.
Phillippsburg
Phillippsburg is a historic town in southwestern Germany, known for its strategic fortress on the Rhine and its role in various European military conflicts.
-
C.
Labpur
Labpur is a town and administrative center in the Birbhum district of West Bengal, India, known for its rural cultural heritage and local markets.
-
D.
Lydenburg
Lydenburg is a historic town in South Africa known for its early gold-mining heritage and proximity to scenic routes and nature reserves in the Mpumalanga province.
-
E.
Koutiala
Koutiala is a major city in southern Mali known as an important center for cotton production and agriculture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: passesNearTown Context triple: [South Africa–Namibia border, passesNearTown, Karasburg]
-
A.
passesNearCity
Indicates that the path, route, or trajectory of one entity goes close to, but not necessarily through, a specified city.
-
B.
hasNearbyTown
chosen
Indicates that one location has a town situated close to it in geographic proximity.
-
C.
passesCity
Indicates that a route, path, or journey goes through or traverses a particular city as part of its course.
-
D.
hasTown
Indicates that one entity possesses, contains, or is associated with a town as part of its structure, jurisdiction, or composition.
-
E.
hasNearbyGhostTown
Indicates that one location is situated close to a ghost town, i.e., an abandoned or nearly abandoned settlement.
- F. None of above.
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69d8a2491f048190853239bc05090bf4 |
completed | April 10, 2026, 7:10 a.m. |
Created at: April 8, 2026, 9:42 p.m.