Triple

T23304335
Position Surface form Disambiguated ID Type / Status
Subject Chet Haze E590391 entity
Predicate notableWork P4 FINISHED
Object Shameless
Shameless is a popular American comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family on Chicago’s South Side.
 E120561 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 | Statement: [Chet Haze, notableWork, Shameless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shameless
Context triple: [Chet Haze, notableWork, 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
    "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. 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: [Chet Haze, notableWork, Shameless]
Generated description
Shameless is a popular American comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family on Chicago’s South Side.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shameless
Target entity description: Shameless is a popular American comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family on Chicago’s South Side.
  • A. Shameless chosen
    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. Shameless
    Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
  • C. 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."
  • 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.

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_69e25d1c0ecc8190a355aa229f06d0e0 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19725b248819089e61efb82e3440f completed April 29, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c9934ec819094ebbe6e61d18ab7 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4f37e390819083df9a959acf3a32 completed May 19, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4fdafde88190a7ac791189acde68 completed May 19, 2026, 11:56 a.m.
Created at: April 17, 2026, 5:04 p.m.