Triple

T13794709
Position Surface form Disambiguated ID Type / Status
Subject Beauty Behind the Madness E331485 entity
Predicate producer P490 FINISHED
Object Stephan Moccio E788528 NE FINISHED

How this triple was built (2 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: Stephan Moccio | Statement: [Beauty Behind the Madness, producer, Stephan Moccio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephan Moccio
Context triple: [Beauty Behind the Madness, producer, Stephan Moccio]
  • A. Stephan Moccio chosen
    Stephan Moccio is a Canadian composer, songwriter, and producer known for co-writing major pop hits, including Miley Cyrus’s “Wrecking Ball.”
  • B. Marcus Nispel
    Marcus Nispel is a German-born director best known for his work on high-profile music videos and for directing horror and action film remakes such as "The Texas Chainsaw Massacre" (2003) and "Friday the 13th" (2009).
  • 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 Antonelli
    Michael Antonelli is a professional cyclist from San Marino known for representing his country in international road racing competitions.
  • E. Mark Fabiani
    Mark Fabiani is an American political strategist and crisis communications expert known for advising high-profile Democratic campaigns and public figures.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce667c248190a9d0a0f1e9e228ae completed May 3, 2026, 10:38 p.m.
Created at: April 9, 2026, 10:11 p.m.