Triple
T16221800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manguissa language |
E393744
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Manguissa people
The Manguissa people are an ethnic group of Cameroon known for their distinct cultural traditions and use of the Manguissa language.
|
E1563742
|
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: Manguissa people | Statement: [Manguissa language, spokenBy, Manguissa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manguissa people Context triple: [Manguissa language, spokenBy, Manguissa people]
-
A.
Ngbandi people
The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
-
B.
Maba people
The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
-
C.
Banaban people
The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
-
D.
Maninka people
The Maninka people are a Mande-speaking ethnic group of West Africa, primarily in Guinea, Mali, and neighboring countries, known for their rich musical traditions, historic role in the Mali Empire, and influential Islamic scholarship.
-
E.
Dagomba people
The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
- 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: Manguissa people Triple: [Manguissa language, spokenBy, Manguissa people]
Generated description
The Manguissa people are an ethnic group of Cameroon known for their distinct cultural traditions and use of the Manguissa language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manguissa people Target entity description: The Manguissa people are an ethnic group of Cameroon known for their distinct cultural traditions and use of the Manguissa language.
-
A.
Ngbandi people
The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
-
B.
Maba people
The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
-
C.
Banaban people
The Banaban people are an indigenous Micronesian community originally from Banaba Island in Kiribati, known for their displacement due to extensive phosphate mining and their resettlement on Rabi Island in Fiji.
-
D.
Maninka people
The Maninka people are a Mande-speaking ethnic group of West Africa, primarily in Guinea, Mali, and neighboring countries, known for their rich musical traditions, historic role in the Mali Empire, and influential Islamic scholarship.
-
E.
Dagomba people
The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e227fcf058819099d5ff965cc2c267 |
completed | April 17, 2026, 12:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bc9fb986081909c57065725c4b05d |
completed | May 19, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_6a0bcb4762dc8190aaf9d245309db7a2 |
completed | May 19, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bcbd766e88190a76a8086fe7fe93b |
completed | May 19, 2026, 2:32 a.m. |
Created at: April 10, 2026, 5:03 a.m.