Triple
T4431061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ntumu |
E95328
|
entity |
| Predicate | ethnicAssociation |
P194
|
FINISHED |
| Object |
Fang communities of Equatorial Guinea
The Fang communities of Equatorial Guinea are a major Central African ethnic group whose various subgroups, including the Ntumu, share a common Fang language and cultural heritage across the country.
|
E440047
|
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: Fang communities of Equatorial Guinea | Statement: [Ntumu, ethnicAssociation, Fang communities of Equatorial Guinea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fang communities of Equatorial Guinea Context triple: [Ntumu, ethnicAssociation, Fang communities of Equatorial Guinea]
-
A.
Spanish colonization of Equatorial Guinea
Spanish colonization of Equatorial Guinea was the period during which Spain established and ruled a colonial presence in the Gulf of Guinea, profoundly shaping the region’s political structures, culture, and Spanish-language use.
-
B.
Insular Region of Equatorial Guinea
The Insular Region of Equatorial Guinea is the country's island territory in the Gulf of Guinea, encompassing several islands including Bioko and Annobón and hosting the national capital, Malabo.
-
C.
Bioko Norte
Bioko Norte is a province of Equatorial Guinea that occupies the northern part of Bioko Island and includes the national capital, Malabo.
-
D.
Cacongo
Cacongo is a coastal town and municipality in Angola’s oil-rich Cabinda exclave, known historically as a trading port on the Atlantic coast.
-
E.
Ndau
Ndau is a Southern Bantu language spoken primarily in central Mozambique and eastern Zimbabwe, closely related to Shona.
- 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: Fang communities of Equatorial Guinea Triple: [Ntumu, ethnicAssociation, Fang communities of Equatorial Guinea]
Generated description
The Fang communities of Equatorial Guinea are a major Central African ethnic group whose various subgroups, including the Ntumu, share a common Fang language and cultural heritage across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fang communities of Equatorial Guinea Target entity description: The Fang communities of Equatorial Guinea are a major Central African ethnic group whose various subgroups, including the Ntumu, share a common Fang language and cultural heritage across the country.
-
A.
Spanish colonization of Equatorial Guinea
Spanish colonization of Equatorial Guinea was the period during which Spain established and ruled a colonial presence in the Gulf of Guinea, profoundly shaping the region’s political structures, culture, and Spanish-language use.
-
B.
Insular Region of Equatorial Guinea
The Insular Region of Equatorial Guinea is the country's island territory in the Gulf of Guinea, encompassing several islands including Bioko and Annobón and hosting the national capital, Malabo.
-
C.
Bioko Norte
Bioko Norte is a province of Equatorial Guinea that occupies the northern part of Bioko Island and includes the national capital, Malabo.
-
D.
Cacongo
Cacongo is a coastal town and municipality in Angola’s oil-rich Cabinda exclave, known historically as a trading port on the Atlantic coast.
-
E.
Ndau
Ndau is a Southern Bantu language spoken primarily in central Mozambique and eastern Zimbabwe, closely related to Shona.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3556b71448190a3fab938853f8b87 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6136f350c81908d00eff850951ab0 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61439a86c8190849c5af718ddc647 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614d6106c81908a601f540622f934 |
completed | March 15, 2026, 2:09 a.m. |
Created at: March 12, 2026, 11:31 p.m.