Triple

T15900791
Position Surface form Disambiguated ID Type / Status
Subject The Waitresses E385582 entity
Predicate hasMember P10 FINISHED
Object Michael Fracasso
Michael Fracasso is an American singer-songwriter known for his distinctive high-tenor voice and work in the Austin, Texas music scene.
E1294911 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 Fracasso | Statement: [The Waitresses, hasMember, Michael Fracasso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Fracasso
Context triple: [The Waitresses, hasMember, Michael Fracasso]
  • A. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • B. Michael Petroni
    Michael Petroni is an Australian screenwriter and director known for his work on major fantasy and drama films and television series, including "The Chronicles of Narnia: The Voyage of the Dawn Treader."
  • C. Michael Fimognari
    Michael Fimognari is an American cinematographer and director known for his work on films such as "Before I Fall" and the "To All the Boys I've Loved Before" series.
  • D. Michael Malarkey
    Michael Malarkey is a British-American actor and musician best known for his roles in television series such as The Vampire Diaries and historical dramas.
  • E. David Franko
    David Franko is a film editor known for his work on the adventure-comedy movie "The Lost City."
  • 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 Fracasso
Triple: [The Waitresses, hasMember, Michael Fracasso]
Generated description
Michael Fracasso is an American singer-songwriter known for his distinctive high-tenor voice and work in the Austin, Texas music scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Fracasso
Target entity description: Michael Fracasso is an American singer-songwriter known for his distinctive high-tenor voice and work in the Austin, Texas music scene.
  • A. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • B. Michael Petroni
    Michael Petroni is an Australian screenwriter and director known for his work on major fantasy and drama films and television series, including "The Chronicles of Narnia: The Voyage of the Dawn Treader."
  • C. Michael Fimognari
    Michael Fimognari is an American cinematographer and director known for his work on films such as "Before I Fall" and the "To All the Boys I've Loved Before" series.
  • D. Michael Malarkey
    Michael Malarkey is a British-American actor and musician best known for his roles in television series such as The Vampire Diaries and historical dramas.
  • E. David Franko
    David Franko is a film editor known for his work on the adventure-comedy movie "The Lost City."
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1563cd2f081909404d724ecc8785a completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a031b0f51608190823a58d75c2a0ac4 completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031c0821dc8190bfa7860409f0e4a9 completed May 12, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_6a031cc67f7881908933c14a5386fb25 completed May 12, 2026, 12:27 p.m.
Created at: April 10, 2026, 4:51 a.m.