Triple
T16221820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manguissa language |
E393744
|
entity |
| Predicate | alternativeName |
P39
|
FINISHED |
| Object |
Manguisa
Manguisa is a Bantu language spoken by the Manguisa people in parts of Central Africa, particularly in Cameroon.
|
E1200465
|
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: Manguisa | Statement: [Manguissa language, alternativeName, Manguisa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manguisa Context triple: [Manguissa language, alternativeName, Manguisa]
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Nontsizi Mgqwetho
Nontsizi Mgqwetho was an early 20th-century Xhosa poet and political commentator, known for her powerful nationalist verse published in newspapers and her pioneering role as one of the first prominent Black female poets in South Africa.
-
C.
Mamphela
Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
-
D.
Mbongeni Ngema
Mbongeni Ngema is a South African playwright, composer, and director best known for creating the anti-apartheid musical "Sarafina!" and other influential works in theatre and film.
-
E.
Mncedisi Shabangu
Mncedisi Shabangu was a South African actor and theatre director known for his work in film, television, and stage productions.
- 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: Manguisa Triple: [Manguissa language, alternativeName, Manguisa]
Generated description
Manguisa is a Bantu language spoken by the Manguisa people in parts of Central Africa, particularly in Cameroon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manguisa Target entity description: Manguisa is a Bantu language spoken by the Manguisa people in parts of Central Africa, particularly in Cameroon.
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Nontsizi Mgqwetho
Nontsizi Mgqwetho was an early 20th-century Xhosa poet and political commentator, known for her powerful nationalist verse published in newspapers and her pioneering role as one of the first prominent Black female poets in South Africa.
-
C.
Mamphela
Mamphela is the given name of Mamphela Ramphele, a prominent South African activist, medical doctor, academic, and former anti-apartheid leader.
-
D.
Mbongeni Ngema
Mbongeni Ngema is a South African playwright, composer, and director best known for creating the anti-apartheid musical "Sarafina!" and other influential works in theatre and film.
-
E.
Mncedisi Shabangu
Mncedisi Shabangu was a South African actor and theatre director known for his work in film, television, and stage productions.
- 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_6a00079a5c1481909485e1b4a41f5d2c |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a0008d53b6081908d66b2c09e8b2565 |
completed | May 10, 2026, 4:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00096cabec81908fec25052e9cf4f8 |
completed | May 10, 2026, 4:28 a.m. |
Created at: April 10, 2026, 5:03 a.m.