Triple

T13794729
Position Surface form Disambiguated ID Type / Status
Subject Beauty Behind the Madness E331485 entity
Predicate includesTrack P3284 FINISHED
Object Shameless E633828 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: Shameless | Statement: [Beauty Behind the Madness, includesTrack, Shameless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shameless
Context triple: [Beauty Behind the Madness, includesTrack, Shameless]
  • A. Shameless
    Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
  • B. Shameless
    Shameless is a dark comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family as they navigate poverty, addiction, and relationships with irreverent humor.
  • C. Shameless chosen
    "Shameless" is a 2019 pop song by Cuban-American singer Camila Cabello, released as one of the lead singles from her second studio album "Romance."
  • D. Shameless
    "Shameless" is a 1990 pop song by the British band Go West, released as the B-side to one of their singles.
  • E. Shameless
    Shameless is a fantasy novel by Jim Butcher set in the Dresden Files universe, continuing the adventures of wizard-detective Harry Dresden.
  • 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_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
Created at: April 9, 2026, 10:11 p.m.