Triple
T13713173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harmonize |
E328824
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Rich Mavoko
Rich Mavoko is a Tanzanian singer and songwriter known for his Bongo Flava and Afro-pop hits and collaborations within East Africa’s music scene.
|
E1058065
|
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: Rich Mavoko | Statement: [Harmonize, associatedAct, Rich Mavoko]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rich Mavoko Context triple: [Harmonize, associatedAct, Rich Mavoko]
-
A.
David Ndesandjo
David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
-
B.
Sam Bockarie
Sam Bockarie was a notorious Sierra Leonean rebel commander and key leader of the Revolutionary United Front, implicated in extensive war crimes and atrocities during the country's civil conflict.
-
C.
Joseph M'Benga
Joseph M'Benga is a Starfleet medical officer and skilled physician in the Star Trek universe, prominently depicted as the USS Enterprise’s chief medical officer in Star Trek: Strange New Worlds.
-
D.
Joseph Modayil
Joseph Modayil is a researcher in artificial intelligence and reinforcement learning, known for co-authoring the influential Rainbow DQN algorithm that combines multiple DQN improvements into a single unified agent.
-
E.
Patrick Chamusso
Patrick Chamusso is a South African oil refinery worker who becomes a reluctant anti-apartheid freedom fighter, as portrayed in the political thriller film "Catch a Fire."
- 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: Rich Mavoko Triple: [Harmonize, associatedAct, Rich Mavoko]
Generated description
Rich Mavoko is a Tanzanian singer and songwriter known for his Bongo Flava and Afro-pop hits and collaborations within East Africa’s music scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rich Mavoko Target entity description: Rich Mavoko is a Tanzanian singer and songwriter known for his Bongo Flava and Afro-pop hits and collaborations within East Africa’s music scene.
-
A.
David Ndesandjo
David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
-
B.
Sam Bockarie
Sam Bockarie was a notorious Sierra Leonean rebel commander and key leader of the Revolutionary United Front, implicated in extensive war crimes and atrocities during the country's civil conflict.
-
C.
Joseph M'Benga
Joseph M'Benga is a Starfleet medical officer and skilled physician in the Star Trek universe, prominently depicted as the USS Enterprise’s chief medical officer in Star Trek: Strange New Worlds.
-
D.
Joseph Modayil
Joseph Modayil is a researcher in artificial intelligence and reinforcement learning, known for co-authoring the influential Rainbow DQN algorithm that combines multiple DQN improvements into a single unified agent.
-
E.
Patrick Chamusso
Patrick Chamusso is a South African oil refinery worker who becomes a reluctant anti-apartheid freedom fighter, as portrayed in the political thriller film "Catch a Fire."
- 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_69d80770b9bc81909f70c8c317d53cff |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dd4395e8c0819098719c8cd344aa33 |
completed | April 13, 2026, 7:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d56a90081908158dcf4ee061fb6 |
completed | May 3, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69f7a15f3c908190be380355972def6e |
completed | May 3, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7a2234390819093814fd435f9c42c |
completed | May 3, 2026, 7:29 p.m. |
Created at: April 9, 2026, 9:54 p.m.