Triple

T21019589
Position Surface form Disambiguated ID Type / Status
Subject Thug World Order E517770 entity
Predicate hasGuestAppearance P4920 FINISHED
Object Marques Houston NE NERFINISHED

How this triple was built (2 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: Marques Houston | Statement: [Thug World Order, hasGuestAppearance, Marques Houston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marques Houston
Context triple: [Thug World Order, hasGuestAppearance, Marques Houston]
  • A. Marques Houston chosen
    Marques Houston is an American R&B singer, songwriter, and actor best known as a member of the group Immature/IMx and for his roles in television and film.
  • B. Montell Jordan
    Montell Jordan is an American R&B singer, songwriter, and record producer best known for his 1995 hit single "This Is How We Do It."
  • C. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • D. Brian McKnight Jr.
    Brian McKnight Jr. is an American singer, songwriter, and producer, known both for his own R&B work and as the son of acclaimed musician Brian McKnight.
  • E. Troy Winbush
    Troy Winbush is an American actor known for his supporting roles in film and television, including appearances in dramas, comedies, and procedural series.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b50262b081909bc488937145eb73 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc5b6af4819081fd3aa5212f17a5 completed April 21, 2026, 4:26 a.m.
Created at: April 16, 2026, 1:54 p.m.