Triple

T11307589
Position Surface form Disambiguated ID Type / Status
Subject Makes Me Wonder E267754 entity
Predicate writer P1360 FINISHED
Object Matt Flynn
Matt Flynn is an American drummer and songwriter best known as a longtime member of the pop rock band Maroon 5.
 E273121 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: Matt Flynn | Statement: [Makes Me Wonder, writer, Matt Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Flynn
Context triple: [Makes Me Wonder, writer, Matt Flynn]
  • A. Matt Flynn
    Matt Flynn is an American drummer best known as a longtime member of the pop-rock band Maroon 5.
  • B. Ryan Finley
    Ryan Finley is an American entrepreneur best known as the founder of the online survey platform SurveyMonkey.
  • C. Buzz Feitshans
    Buzz Feitshans is an American film producer best known for his work on action films of the 1970s and 1980s, including collaborations with Sylvester Stallone.
  • D. Michael Marino
    Michael Marino is one of the sons of Pro Football Hall of Fame quarterback Dan Marino.
  • E. Jake Barrett
    Jake Barrett is an American professional baseball pitcher who has played in Major League Baseball, notably for the Arizona Diamondbacks.
  • 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: Matt Flynn
Triple: [Makes Me Wonder, writer, Matt Flynn]
Generated description
Matt Flynn is an American drummer and songwriter best known as a longtime member of the pop rock band Maroon 5.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Flynn
Target entity description: Matt Flynn is an American drummer and songwriter best known as a longtime member of the pop rock band Maroon 5.
  • A. Matt Flynn chosen
    Matt Flynn is an American drummer best known as a longtime member of the pop-rock band Maroon 5.
  • B. Ryan Finley
    Ryan Finley is an American entrepreneur best known as the founder of the online survey platform SurveyMonkey.
  • C. Buzz Feitshans
    Buzz Feitshans is an American film producer best known for his work on action films of the 1970s and 1980s, including collaborations with Sylvester Stallone.
  • D. Michael Marino
    Michael Marino is one of the sons of Pro Football Hall of Fame quarterback Dan Marino.
  • E. Jake Barrett
    Jake Barrett is an American professional baseball pitcher who has played in Major League Baseball, notably for the Arizona Diamondbacks.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9bf87d88190904c2d174578ebbf completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58b2614308190b9de143e3a80bfc0 completed April 20, 2026, 2:10 a.m.
NEDg Description generation batch_69e59323c5948190bc2c9512f7b0a54f completed April 20, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69e599c53704819097c0fdbbfbbb1e87 completed April 20, 2026, 3:13 a.m.
Created at: April 8, 2026, 9:32 p.m.