Triple

T5914185
Position Surface form Disambiguated ID Type / Status
Subject Cuts E131536 entity
Predicate hasCastMember P2308 FINISHED
Object Marques Houston
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.
 E555064 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: Marques Houston | Statement: [Cuts, hasCastMember, Marques Houston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marques Houston
Context triple: [Cuts, hasCastMember, Marques Houston]
  • A. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • B. Omarion
    Omarion is an American R&B singer, songwriter, and dancer best known as the former lead vocalist of the boy band B2K and for his successful solo career.
  • C. Mase
    Mase is an American rapper and songwriter best known for his late-1990s success with Bad Boy Records and his smooth, laid-back delivery on hits like "Feel So Good" and "What You Want."
  • D. Ne-Yo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and for writing songs for numerous major artists.
  • E. Rico Love
    Rico Love is an American songwriter and record producer known for crafting R&B and hip-hop hits for major artists such as Usher, Beyoncé, and Nelly.
  • 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: Marques Houston
Triple: [Cuts, hasCastMember, Marques Houston]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marques Houston
Target entity description: 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.
  • A. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • B. Omarion
    Omarion is an American R&B singer, songwriter, and dancer best known as the former lead vocalist of the boy band B2K and for his successful solo career.
  • C. Mase
    Mase is an American rapper and songwriter best known for his late-1990s success with Bad Boy Records and his smooth, laid-back delivery on hits like "Feel So Good" and "What You Want."
  • D. Ne-Yo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and for writing songs for numerous major artists.
  • E. Rico Love
    Rico Love is an American songwriter and record producer known for crafting R&B and hip-hop hits for major artists such as Usher, Beyoncé, and Nelly.
  • 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_69c008593a44819081a07ae0efe6c574 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037b9f0908190ad854e5f2600f114 completed March 22, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c02430bc8190a63b91b6dbdbc9f2 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c0cb4fac8190b1f73d6707200112 completed March 23, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1f6fe60819080a00976740b6a9c completed March 23, 2026, 4:30 a.m.
Created at: March 22, 2026, 3:59 p.m.