Triple
T16039621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luvale people |
E389059
|
entity |
| Predicate | borderRegion |
P12818
|
FINISHED |
| Object | Zambia–Angola border |
E338906
|
NE FINISHED |
How this triple was built (2 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: Zambia–Angola border | Statement: [Luvale people, borderRegion, Zambia–Angola border]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambia–Angola border Context triple: [Luvale people, borderRegion, Zambia–Angola border]
-
A.
Zambia–Angola border
chosen
The Zambia–Angola border is an international boundary in south-central Africa separating Zambia and Angola, crossing remote regions of rivers, waterfalls, and sparsely populated terrain.
-
B.
Zambia–Mozambique border
The Zambia–Mozambique border is an international boundary in southeastern Africa separating landlocked Zambia from coastal Mozambique, crossing varied terrain including river valleys and rural regions.
-
C.
Zambia–Namibia border
The Zambia–Namibia border is a short international boundary in southern Africa where Zambia meets Namibia’s Caprivi Strip along the Zambezi River.
-
D.
Zimbabwe–Zambia border
The Zimbabwe–Zambia border is an international boundary in southern Africa that runs largely along the Zambezi River and includes the famous Victoria Falls.
-
E.
Namibia–Angola border
The Namibia–Angola border is the international boundary separating Namibia and Angola in southwestern Africa, marked by several official crossings and shaped largely by colonial-era agreements.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833f84188190baa3a452df880284 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbd77c5481908644742a8a8f3e68 |
completed | May 10, 2026, 1:13 a.m. |
Created at: April 10, 2026, 4:56 a.m.