Triple

T6882766
Position Surface form Disambiguated ID Type / Status
Subject Az Yet E158838 entity
Predicate memberOf P10 FINISHED
Object Marc Nelson
Marc Nelson is an American R&B singer, songwriter, and producer best known as a founding member of Boyz II Men and later as a member of the group Az Yet.
 E275775 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: Marc Nelson | Statement: [Az Yet, memberOf, Marc Nelson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marc Nelson
Context triple: [Az Yet, memberOf, Marc Nelson]
  • A. Marc Nelson
    Marc Nelson is an American R&B singer, songwriter, and producer best known as a founding member of Boyz II Men and for his solo and collaborative work in contemporary R&B.
  • B. Jeff Nelson
    Jeff Nelson is a Major League Baseball umpire who has served in numerous postseason games, including as a crew chief in the World Series.
  • C. Jack Nelson
    Jack Nelson was an early 20th-century American actor known for his roles in silent films.
  • D. Kent Nelson
    Kent Nelson is the DC Comics sorcerer who becomes Doctor Fate, a powerful mystical hero and longtime member of the Justice Society of America.
  • E. Brian Nelson
    Brian Nelson is an American screenwriter best known for his work on the horror film "30 Days of Night" and the thriller "Hard Candy."
  • 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: Marc Nelson
Triple: [Az Yet, memberOf, Marc Nelson]
Generated description
Marc Nelson is an American R&B singer, songwriter, and producer best known as a founding member of Boyz II Men and later as a member of the group Az Yet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marc Nelson
Target entity description: Marc Nelson is an American R&B singer, songwriter, and producer best known as a founding member of Boyz II Men and later as a member of the group Az Yet.
  • A. Marc Nelson chosen
    Marc Nelson is an American R&B singer, songwriter, and producer best known as a founding member of Boyz II Men and for his solo and collaborative work in contemporary R&B.
  • B. Jeff Nelson
    Jeff Nelson is a Major League Baseball umpire who has served in numerous postseason games, including as a crew chief in the World Series.
  • C. Jack Nelson
    Jack Nelson was an early 20th-century American actor known for his roles in silent films.
  • D. Kent Nelson
    Kent Nelson is the DC Comics sorcerer who becomes Doctor Fate, a powerful mystical hero and longtime member of the Justice Society of America.
  • E. Brian Nelson
    Brian Nelson is an American screenwriter best known for his work on the horror film "30 Days of Night" and the thriller "Hard Candy."
  • F. None of above.

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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e90c9481908d00634f67fa71f8 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c769f2269c8190a476287a8ad4bec9 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76a9bd2c88190a6f3a2a522ac8932 completed March 28, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69c76aefadf08190bc20b34991af9461 completed March 28, 2026, 5:45 a.m.
Created at: March 27, 2026, 2:23 p.m.