Triple

T3630195
Position Surface form Disambiguated ID Type / Status
Subject Louis C.K. E76934 entity
Predicate releasedSpecial P49658 FINISHED
Object Shameless
Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
E374582 NE FINISHED

How this triple was built (5 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: [Louis C.K., releasedSpecial, Shameless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shameless
Context triple: [Louis C.K., releasedSpecial, Shameless]
  • A. 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.
  • B. It's Always Sunny in Philadelphia
    It's Always Sunny in Philadelphia is a long-running American sitcom that follows a group of self-centered friends who run a failing Irish bar and engage in increasingly outrageous and morally questionable schemes.
  • C. Six Feet Under
    Six Feet Under is a critically acclaimed HBO drama series that follows a family-run funeral home while exploring themes of mortality, grief, and family dynamics.
  • D. This Is Us
    This Is Us is an American television drama series that follows the intertwined lives of the Pearson family across multiple timelines, exploring themes of love, loss, and identity.
  • E. Life as a House
    Life as a House is a 2001 American drama film about a terminally ill man who attempts to rebuild both his dilapidated house and his fractured relationship with his son.
  • 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
Triple: [Louis C.K., releasedSpecial, Shameless]
Generated description
Shameless is a 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
Target entity description: Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
  • A. 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.
  • B. It's Always Sunny in Philadelphia
    It's Always Sunny in Philadelphia is a long-running American sitcom that follows a group of self-centered friends who run a failing Irish bar and engage in increasingly outrageous and morally questionable schemes.
  • C. Six Feet Under
    Six Feet Under is a critically acclaimed HBO drama series that follows a family-run funeral home while exploring themes of mortality, grief, and family dynamics.
  • D. This Is Us
    This Is Us is an American television drama series that follows the intertwined lives of the Pearson family across multiple timelines, exploring themes of love, loss, and identity.
  • E. Life as a House
    Life as a House is a 2001 American drama film about a terminally ill man who attempts to rebuild both his dilapidated house and his fractured relationship with his son.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: releasedSpecial
Context triple: [Louis C.K., releasedSpecial, Shameless]
  • A. releasedFor
    Indicates that something has been made available or authorized for public use, distribution, or access.
  • B. releasedDuring
    Indicates that one entity was released within the time period defined by another entity.
  • C. releaseOf
    Indicates the act or event of something being set free, made available, or discharged from a prior state of containment, control, or restriction.
  • D. releaseType
    Indicates the kind or category of a release event or version associated with an entity.
  • E. releaseStatus
    Indicates the current state or phase of an item’s release process (e.g., planned, in progress, or completed).
  • F. None of above. chosen

Provenance (7 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc300223881909019982ebf194f78 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43328931881908bd92cb32a366e93 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b433a037588190a0629defe365515d completed March 13, 2026, 3:56 p.m.
NED2 Entity disambiguation (via description) batch_69b437493384819084a7213fe754526b completed March 13, 2026, 4:11 p.m.
PD Predicate disambiguation batch_69adb8410a5881909c94818d7060b2b0 completed March 8, 2026, 5:56 p.m.
PDg Predicate description generation batch_69adb902e61c81908f10494f828e260f completed March 8, 2026, 5:59 p.m.
Created at: March 8, 2026, 3:23 p.m.