Triple
T14082729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zambia–Angola border |
E338906
|
entity |
| Predicate | hasNeighboringCountryOnZambianSide |
P68114
|
FINISHED |
| Object | Democratic Republic of the Congo |
E9695
|
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: Democratic Republic of the Congo | Statement: [Zambia–Angola border, hasNeighboringCountryOnZambianSide, Democratic Republic of the Congo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Republic of the Congo Context triple: [Zambia–Angola border, hasNeighboringCountryOnZambianSide, Democratic Republic of the Congo]
-
A.
Democratic Republic of the Congo
chosen
The Democratic Republic of the Congo is a vast, resource-rich Central African nation known for the Congo River basin, extensive rainforests, and a history marked by colonial exploitation and ongoing political instability.
-
B.
Republic of the Congo
The Republic of the Congo is a Central African nation along the Atlantic coast, known for its vast tropical rainforests, rich biodiversity, and significant oil and mineral resources.
-
C.
Republic of the Congo and Democratic Republic of the Congo
The Republic of the Congo and the Democratic Republic of the Congo are neighboring Central African countries that share the Congo River basin, a colonial history, and similarly named capitals facing each other across the river.
-
D.
Muanda, Democratic Republic of the Congo
Muanda is a coastal town and oil port in the far west of the Democratic Republic of the Congo, situated on the Atlantic Ocean close to the country’s short coastline.
-
E.
southern Democratic Republic of the Congo
Southern Democratic Republic of the Congo is a region of the country characterized by significant Bemba cultural and linguistic presence.
- 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: hasNeighboringCountryOnZambianSide Context triple: [Zambia–Angola border, hasNeighboringCountryOnZambianSide, Democratic Republic of the Congo]
-
A.
neighboringCountryPresence
Indicates that one country has a geographic presence (such as territory, bases, or influence) in or immediately adjacent to a neighboring country.
-
B.
hasBorderWithNonSovereignEntity
Indicates that one entity shares a land or maritime border with a political or territorial unit that is not fully sovereign.
-
C.
areLandlockedTogether
Indicates that the entities share the condition of being landlocked, with no direct access to the sea or ocean.
-
D.
borderingCountryNearby
Indicates that one country is geographically close to, but does not necessarily share a direct land border with, another country.
-
E.
geographicallyAdjacentTo
chosen
Indicates that two geographic entities share a common boundary or are directly next to each other in space.
- 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5ede40048190b465e909565730c1 |
completed | April 14, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7d863ac819085bf5cd76cb2e8dd |
completed | May 7, 2026, 8:36 p.m. |
| PD | Predicate disambiguation | batch_69de05b0e6c88190a819eeba0028981f |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 9, 2026, 10:21 p.m.