Triple
T12653875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobo |
E302231
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Bobo Madaré
Bobo Madaré is an ethnolinguistic group of the Bobo people of West Africa, primarily associated with regions of present-day Burkina Faso and Mali.
|
E996636
|
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: Bobo Madaré | Statement: [Bobo, hasAlternativeName, Bobo Madaré]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobo Madaré Context triple: [Bobo, hasAlternativeName, Bobo Madaré]
-
A.
Eric Bobo
Eric Bobo is an American percussionist best known for his work with the hip hop group Cypress Hill and his dynamic, Latin-influenced drumming style.
-
B.
Samuel Minkio Bamba
Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
-
C.
Bena-Mboi
Bena-Mboi is a group of closely related Niger-Congo languages spoken primarily in parts of Nigeria.
-
D.
Jacques-Roger Booh-Booh
Jacques-Roger Booh-Booh is a Cameroonian diplomat who served as the head of the United Nations mission in Rwanda during the early 1990s, including the period of the 1994 genocide.
-
E.
Zola Mafu
Zola Mafu is a South African woman best known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
- 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: Bobo Madaré Triple: [Bobo, hasAlternativeName, Bobo Madaré]
Generated description
Bobo Madaré is an ethnolinguistic group of the Bobo people of West Africa, primarily associated with regions of present-day Burkina Faso and Mali.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobo Madaré Target entity description: Bobo Madaré is an ethnolinguistic group of the Bobo people of West Africa, primarily associated with regions of present-day Burkina Faso and Mali.
-
A.
Eric Bobo
Eric Bobo is an American percussionist best known for his work with the hip hop group Cypress Hill and his dynamic, Latin-influenced drumming style.
-
B.
Samuel Minkio Bamba
Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
-
C.
Bena-Mboi
Bena-Mboi is a group of closely related Niger-Congo languages spoken primarily in parts of Nigeria.
-
D.
Jacques-Roger Booh-Booh
Jacques-Roger Booh-Booh is a Cameroonian diplomat who served as the head of the United Nations mission in Rwanda during the early 1990s, including the period of the 1994 genocide.
-
E.
Zola Mafu
Zola Mafu is a South African woman best known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
- 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96160730c81909e1aa3efb51bf159 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6688104d48190939933b93b7e60cc |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f66c572f848190a8cad6311d3315a3 |
completed | May 2, 2026, 9:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66cef79148190a052fb9ade3b0d27 |
completed | May 2, 2026, 9:30 p.m. |
Created at: April 9, 2026, 5:18 p.m.