Triple

T17903408
Position Surface form Disambiguated ID Type / Status
Subject Brian Buckner E447638 entity
Predicate notableWork P4 FINISHED
Object True Blood episode "Fuck the Pain Away"
"Fuck the Pain Away" is an episode of the supernatural drama television series True Blood, written by Brian Buckner and known for advancing the show's dark, violent, and erotic storylines.
E1301046 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: True Blood episode "Fuck the Pain Away" | Statement: [Brian Buckner, notableWork, True Blood episode "Fuck the Pain Away"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: True Blood episode "Fuck the Pain Away"
Context triple: [Brian Buckner, notableWork, True Blood episode "Fuck the Pain Away"]
  • A. True Blood episode "Hopeless"
    "Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
  • B. True Blood episode "Soul of Fire"
    "Soul of Fire" is a climactic episode of the supernatural drama series True Blood, written by Brian Buckner, that intensifies the show's ongoing conflicts among vampires, witches, and humans.
  • C. True Blood episode "Save Yourself"
    "Save Yourself" is the twelfth and final episode of True Blood's fifth season, serving as a climactic conclusion that resolves major storylines involving the Vampire Authority and the show's central characters.
  • D. True Blood episode "Everything Is Broken"
    "Everything Is Broken" is an episode of the supernatural drama series True Blood that intensifies the political and religious tensions between vampires and humans while advancing several major character arcs.
  • E. True Blood episode "Thank You"
    "Thank You" is the series finale of the HBO vampire drama True Blood, concluding the storylines of its main characters in Bon Temps.
  • 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: True Blood episode "Fuck the Pain Away"
Triple: [Brian Buckner, notableWork, True Blood episode "Fuck the Pain Away"]
Generated description
"Fuck the Pain Away" is an episode of the supernatural drama television series True Blood, written by Brian Buckner and known for advancing the show's dark, violent, and erotic storylines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: True Blood episode "Fuck the Pain Away"
Target entity description: "Fuck the Pain Away" is an episode of the supernatural drama television series True Blood, written by Brian Buckner and known for advancing the show's dark, violent, and erotic storylines.
  • A. True Blood episode "Hopeless"
    "Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
  • B. True Blood episode "Soul of Fire"
    "Soul of Fire" is a climactic episode of the supernatural drama series True Blood, written by Brian Buckner, that intensifies the show's ongoing conflicts among vampires, witches, and humans.
  • C. True Blood episode "Save Yourself"
    "Save Yourself" is the twelfth and final episode of True Blood's fifth season, serving as a climactic conclusion that resolves major storylines involving the Vampire Authority and the show's central characters.
  • D. True Blood episode "Everything Is Broken"
    "Everything Is Broken" is an episode of the supernatural drama series True Blood that intensifies the political and religious tensions between vampires and humans while advancing several major character arcs.
  • E. True Blood episode "Thank You"
    "Thank You" is the series finale of the HBO vampire drama True Blood, concluding the storylines of its main characters in Bon Temps.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49e9a9cfc8190879fc36dfdeb562b completed April 19, 2026, 9:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0343101e5c8190af3d6cf187de29eb completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0344089c0c819082894927bbc03d2f completed May 12, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_6a03448fb9548190b34e8ab72688d268 completed May 12, 2026, 3:17 p.m.
Created at: April 10, 2026, 10:19 a.m.