Triple
T5301001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wamba Wamba people |
E119978
|
entity |
| Predicate | hasAlternativeSpelling |
P457
|
FINISHED |
| Object |
Wemba Wemba
Wemba Wemba refers to an Aboriginal Australian people and their language traditionally associated with regions of northern Victoria and southern New South Wales.
|
E509526
|
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: Wemba Wemba | Statement: [Wamba Wamba people, hasAlternativeSpelling, Wemba Wemba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wemba Wemba Context triple: [Wamba Wamba people, hasAlternativeSpelling, Wemba Wemba]
-
A.
Manu Dibango
Manu Dibango was a pioneering Cameroonian saxophonist and songwriter best known for blending jazz, funk, and traditional African music, particularly in his influential hit "Soul Makossa."
-
B.
Soul Makossa
"Soul Makossa" is a 1972 Afro-funk/disco track by Cameroonian saxophonist Manu Dibango, widely recognized for its influential groove and chant that have been heavily sampled in popular music.
-
C.
Fally Ipupa
Fally Ipupa is a Congolese singer, songwriter, and producer known for modernizing soukous and rumba with pop and R&B influences and achieving widespread success across Africa and the Francophone world.
-
D.
P-Square
P-Square is a Nigerian R&B and Afropop music duo of twin brothers Peter and Paul Okoye, known across Africa for their hit songs and energetic performances.
-
E.
Shante
Shante is the first name of Shante Broadus, an American businesswoman and the longtime wife and manager of rapper Snoop Dogg.
- 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: Wemba Wemba Triple: [Wamba Wamba people, hasAlternativeSpelling, Wemba Wemba]
Generated description
Wemba Wemba refers to an Aboriginal Australian people and their language traditionally associated with regions of northern Victoria and southern New South Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wemba Wemba Target entity description: Wemba Wemba refers to an Aboriginal Australian people and their language traditionally associated with regions of northern Victoria and southern New South Wales.
-
A.
Manu Dibango
Manu Dibango was a pioneering Cameroonian saxophonist and songwriter best known for blending jazz, funk, and traditional African music, particularly in his influential hit "Soul Makossa."
-
B.
Soul Makossa
"Soul Makossa" is a 1972 Afro-funk/disco track by Cameroonian saxophonist Manu Dibango, widely recognized for its influential groove and chant that have been heavily sampled in popular music.
-
C.
Fally Ipupa
Fally Ipupa is a Congolese singer, songwriter, and producer known for modernizing soukous and rumba with pop and R&B influences and achieving widespread success across Africa and the Francophone world.
-
D.
P-Square
P-Square is a Nigerian R&B and Afropop music duo of twin brothers Peter and Paul Okoye, known across Africa for their hit songs and energetic performances.
-
E.
Shante
Shante is the first name of Shante Broadus, an American businesswoman and the longtime wife and manager of rapper Snoop Dogg.
- 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8509f67c8190b2f82a8370301a59 |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10f040f48190b34a586d362264ee |
completed | March 21, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_69bf11635b9c819092130c46caea9306 |
completed | March 21, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf11e982d08190bc74312bf6ee7127 |
completed | March 21, 2026, 9:47 p.m. |
Created at: March 20, 2026, 1:53 p.m.