Triple
T16111303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bakongo |
E390883
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Loango
Loango refers to a historical Bakongo subgroup and kingdom located along the Atlantic coast of Central Africa, in what is now primarily the Republic of the Congo.
|
E1202624
|
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: Loango | Statement: [Bakongo, subgroup, Loango]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loango Context triple: [Bakongo, subgroup, Loango]
-
A.
Lualaba River
The Lualaba River is the upper course of the Congo River in the Democratic Republic of the Congo, flowing through the southeast of the country and serving as a key waterway in Central Africa.
-
B.
Ubangi River
The Ubangi River is a major Central African waterway that forms part of the border between the Democratic Republic of the Congo and the Central African Republic before joining the Congo River.
-
C.
Uélé River
The Uélé River is a major river in northeastern Democratic Republic of the Congo that forms part of the headwaters of the Ubangi River, a key tributary of the Congo River.
-
D.
Ogooué River
The Ogooué River is the principal waterway of Gabon, flowing across the country to the Atlantic Ocean and serving as a vital ecological and transportation corridor in Central Africa.
-
E.
Gongola River
The Gongola River is a major river in northeastern Nigeria that flows through the savanna region before joining the Benue River.
- 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: Loango Triple: [Bakongo, subgroup, Loango]
Generated description
Loango refers to a historical Bakongo subgroup and kingdom located along the Atlantic coast of Central Africa, in what is now primarily the Republic of the Congo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loango Target entity description: Loango refers to a historical Bakongo subgroup and kingdom located along the Atlantic coast of Central Africa, in what is now primarily the Republic of the Congo.
-
A.
Lualaba River
The Lualaba River is the upper course of the Congo River in the Democratic Republic of the Congo, flowing through the southeast of the country and serving as a key waterway in Central Africa.
-
B.
Ubangi River
The Ubangi River is a major Central African waterway that forms part of the border between the Democratic Republic of the Congo and the Central African Republic before joining the Congo River.
-
C.
Uélé River
The Uélé River is a major river in northeastern Democratic Republic of the Congo that forms part of the headwaters of the Ubangi River, a key tributary of the Congo River.
-
D.
Ogooué River
The Ogooué River is the principal waterway of Gabon, flowing across the country to the Atlantic Ocean and serving as a vital ecological and transportation corridor in Central Africa.
-
E.
Gongola River
The Gongola River is a major river in northeastern Nigeria that flows through the savanna region before joining the Benue River.
- 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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2016718ec8190a6c8284c7f612ea8 |
completed | April 17, 2026, 9:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000ec7cc0881909685923113eaba25 |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a000fbc8374819089ea5ecf06339d0c |
completed | May 10, 2026, 4:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001057f9088190925492033bcd4c8d |
completed | May 10, 2026, 4:58 a.m. |
Created at: April 10, 2026, 5 a.m.