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.