Triple
T22553936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Douala |
E557628
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Northern Republic of Congo
The Northern Republic of Congo is a landlocked subregion of the Republic of the Congo that relies heavily on the Port of Douala in neighboring Cameroon for its international trade and maritime access.
|
E1544606
|
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: Northern Republic of Congo | Statement: [Port of Douala, serves, Northern Republic of Congo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Republic of Congo Context triple: [Port of Douala, serves, Northern Republic of Congo]
-
A.
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.
-
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.
Democratic Republic of the Congo
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.
-
E.
eastern Democratic Republic of the Congo
Eastern Democratic Republic of the Congo is a conflict-affected region rich in natural resources and home to numerous armed groups and humanitarian crises.
- 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: Northern Republic of Congo Triple: [Port of Douala, serves, Northern Republic of Congo]
Generated description
The Northern Republic of Congo is a landlocked subregion of the Republic of the Congo that relies heavily on the Port of Douala in neighboring Cameroon for its international trade and maritime access.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Republic of Congo Target entity description: The Northern Republic of Congo is a landlocked subregion of the Republic of the Congo that relies heavily on the Port of Douala in neighboring Cameroon for its international trade and maritime access.
-
A.
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.
-
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.
Democratic Republic of the Congo
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.
-
E.
eastern Democratic Republic of the Congo
Eastern Democratic Republic of the Congo is a conflict-affected region rich in natural resources and home to numerous armed groups and humanitarian crises.
- 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_69e11e59db848190b4272ecd2b690ffd |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f780fb88190836408c6de3d3966 |
completed | April 29, 2026, 1:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d4c229081909269f847a7e3ba9c |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b3f078d7c8190ac84e8bf1726115f |
completed | May 18, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3f8d85cc8190812924d466d18735 |
completed | May 18, 2026, 4:34 p.m. |
Created at: April 16, 2026, 8:52 p.m.