Triple

T15584144
Position Surface form Disambiguated ID Type / Status
Subject Louis Székely E374574 entity
Predicate notableWork P4 FINISHED
Object Shameless (stand-up special)
Shameless is a 2007 stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
E1165669 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: Shameless (stand-up special) | Statement: [Louis Székely, notableWork, Shameless (stand-up special)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shameless (stand-up special)
Context triple: [Louis Székely, notableWork, Shameless (stand-up special)]
  • A. Shameless Hall of Shame
    Shameless Hall of Shame is a companion miniseries to the U.S. version of Shameless that revisits key moments and characters from the original show with added new scenes and commentary.
  • B. No One Loves You (stand-up special)
    "No One Loves You" is a stand-up comedy special by Roy Wood Jr. that showcases his sharp social commentary and observational humor.
  • C. Shameless
    Shameless is a fantasy novel by Jim Butcher set in the Dresden Files universe, continuing the adventures of wizard-detective Harry Dresden.
  • D. 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.
  • E. Shameless
    "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."
  • 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: Shameless (stand-up special)
Triple: [Louis Székely, notableWork, Shameless (stand-up special)]
Generated description
Shameless is a 2007 stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shameless (stand-up special)
Target entity description: Shameless is a 2007 stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
  • A. Shameless Hall of Shame
    Shameless Hall of Shame is a companion miniseries to the U.S. version of Shameless that revisits key moments and characters from the original show with added new scenes and commentary.
  • B. No One Loves You (stand-up special)
    "No One Loves You" is a stand-up comedy special by Roy Wood Jr. that showcases his sharp social commentary and observational humor.
  • C. Shameless
    Shameless is a fantasy novel by Jim Butcher set in the Dresden Files universe, continuing the adventures of wizard-detective Harry Dresden.
  • D. 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.
  • E. Shameless
    "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."
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e47971481909e986dd999354628 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4f71e48190a15eb0a2138f083f completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4fb2522481909fa66c2e1fac23bf completed May 9, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff5238f0e88190b280942022480c12 completed May 9, 2026, 3:26 p.m.
Created at: April 10, 2026, 4:11 a.m.