Triple

T4553323
Position Surface form Disambiguated ID Type / Status
Subject Peaches & Cream E120419 entity
Predicate performer P1363 FINISHED
Object Michael Keith
Michael Keith is an American R&B singer best known as a member of the group 112, with whom he recorded hits like "Peaches & Cream."
E453668 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: Michael Keith | Statement: [Peaches & Cream, performer, Michael Keith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Keith
Context triple: [Peaches & Cream, performer, Michael Keith]
  • A. Michael McDowell
    Michael McDowell was an American novelist and screenwriter best known for his Southern Gothic horror fiction and for writing the screenplay for the film "Beetlejuice."
  • B. Michael Pitts
    Michael Pitts is a relatively common personal name shared by multiple individuals, including figures in fields such as politics, religion, and entertainment.
  • C. Roger Bresnahan
    Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
  • D. Michael Kinney
    Michael Kinney is a relatively obscure individual whose primary distinguishing feature is sharing the surname Kinney, with no widely recognized public achievements or roles documented.
  • E. Matthew Kirk
    Matthew Kirk is a notable individual who shares the surname Kirk, recognized for achievements significant enough to be distinguished among others with the same name.
  • 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: Michael Keith
Triple: [Peaches & Cream, performer, Michael Keith]
Generated description
Michael Keith is an American R&B singer best known as a member of the group 112, with whom he recorded hits like "Peaches & Cream."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Keith
Target entity description: Michael Keith is an American R&B singer best known as a member of the group 112, with whom he recorded hits like "Peaches & Cream."
  • A. Michael McDowell
    Michael McDowell was an American novelist and screenwriter best known for his Southern Gothic horror fiction and for writing the screenplay for the film "Beetlejuice."
  • B. Michael Pitts
    Michael Pitts is a relatively common personal name shared by multiple individuals, including figures in fields such as politics, religion, and entertainment.
  • C. Roger Bresnahan
    Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
  • D. Michael Kinney
    Michael Kinney is a relatively obscure individual whose primary distinguishing feature is sharing the surname Kinney, with no widely recognized public achievements or roles documented.
  • E. Matthew Kirk
    Matthew Kirk is a notable individual who shares the surname Kirk, recognized for achievements significant enough to be distinguished among others with the same name.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd581160e08190b715a8ce5c3e6c9b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3968b4c819082314a0dd9fb4202 completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd53c2ddc8190b73a31f9bb74be3e completed March 20, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69bdd563a7fc8190a7091add8ef0e717 completed March 20, 2026, 11:16 p.m.
Created at: March 20, 2026, 1:09 p.m.