Triple

T12312110
Position Surface form Disambiguated ID Type / Status
Subject Dirk Gently's Holistic Detective Agency (2016 TV series) E293503 entity
Predicate starring P1507 FINISHED
Object Mpho Koaho
Mpho Koaho is a Canadian actor known for his roles in film and television, including prominent performances in series like Dirk Gently's Holistic Detective Agency and Falling Skies.
E979613 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: Mpho Koaho | Statement: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Mpho Koaho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mpho Koaho
Context triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Mpho Koaho]
  • A. 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.
  • B. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • C. Thabana Ntlenyana
    Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
  • D. Mpho
    Mpho is a South African cleric, author, and activist, known as the daughter of Archbishop Desmond Tutu and for her work on social justice and LGBTQ+ inclusion within the Anglican Church.
  • E. Popo Molefe
    Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
  • 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: Mpho Koaho
Triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), starring, Mpho Koaho]
Generated description
Mpho Koaho is a Canadian actor known for his roles in film and television, including prominent performances in series like Dirk Gently's Holistic Detective Agency and Falling Skies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mpho Koaho
Target entity description: Mpho Koaho is a Canadian actor known for his roles in film and television, including prominent performances in series like Dirk Gently's Holistic Detective Agency and Falling Skies.
  • A. 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.
  • B. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • C. Thabana Ntlenyana
    Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
  • D. Mpho
    Mpho is a South African cleric, author, and activist, known as the daughter of Archbishop Desmond Tutu and for her work on social justice and LGBTQ+ inclusion within the Anglican Church.
  • E. Popo Molefe
    Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f02c0508190b10c0627cdaaba76 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a9d50b081908f0bdb7a2ca2832a completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be420308190bcb00d8b37b09ea2 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f63050f5d48190881688d12c4c1819 completed May 2, 2026, 5:11 p.m.
Created at: April 8, 2026, 9:53 p.m.