Triple
T11785599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Africa–Namibia border |
E280261
|
entity |
| Predicate | borderSettlementOnNamibianSide |
P46520
|
FINISHED |
| Object | Oranjemund |
E683115
|
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: Oranjemund | Statement: [South Africa–Namibia border, borderSettlementOnNamibianSide, Oranjemund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oranjemund Context triple: [South Africa–Namibia border, borderSettlementOnNamibianSide, Oranjemund]
-
A.
Oranjemund
chosen
Oranjemund is a remote diamond-mining town in southwestern Namibia, situated near the mouth of the Orange River on the border with South Africa.
-
B.
Lüderitz
Lüderitz is a coastal town in southwestern Namibia known for its Atlantic shoreline, nearby desert landscapes, and rich marine ecosystem influenced by the Benguela Current.
-
C.
Keetmanshoop
Keetmanshoop is a historic town in southern Namibia known as a regional commercial center and gateway to the surrounding semi-desert landscapes.
-
D.
Swakopmund
Swakopmund is a coastal city in Namibia known for its German colonial architecture, cool Atlantic climate, and popularity as a tourist destination and adventure-sports hub.
-
E.
Blauwestad
Blauwestad is a modern lakeside residential and recreational area in the Dutch province of Groningen, developed around the artificial lake Oldambtmeer.
- 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: borderSettlementOnNamibianSide Context triple: [South Africa–Namibia border, borderSettlementOnNamibianSide, Oranjemund]
-
A.
borderSettlement
chosen
Indicates that a settlement is located near or along a political or administrative border.
-
B.
borderTypeToNiger
Indicates the type or nature of the border that an entity shares with Niger.
-
C.
borderCountrySide
Indicates that one country shares a land border with the side or region of another country.
-
D.
maritimeBoundarySettledBy
Indicates that the maritime boundary between two entities has been formally determined and agreed upon through a specific decision, treaty, or authoritative process.
-
E.
borderRegime
Indicates the type, rules, or control system governing how movement or interaction is managed across a border between entities.
- 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_69f130e5a21881909b59e39cd96ec676 |
completed | April 28, 2026, 10:12 p.m. |
| PD | Predicate disambiguation | batch_69d8a2491f048190853239bc05090bf4 |
completed | April 10, 2026, 7:10 a.m. |
Created at: April 8, 2026, 9:42 p.m.