Triple

T17903414
Position Surface form Disambiguated ID Type / Status
Subject Brian Buckner E447638 entity
Predicate notableWork P4 FINISHED
Object True Blood episode "Love is to Die"
"Love is to Die" is a late-series episode of the HBO supernatural drama True Blood, written by showrunner Brian Buckner and centered on the emotional fallout and shifting alliances near the end of the show's run.
 E1306479 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 "Love is to Die" | Statement: [Brian Buckner, notableWork, True Blood episode "Love is to Die"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: True Blood episode "Love is to Die"
Context triple: [Brian Buckner, notableWork, True Blood episode "Love is to Die"]
  • A. True Blood episode "Death is Not the End"
    "Death is Not the End" is an episode of the supernatural drama series True Blood, written by Brian Buckner and known for advancing the show's late-season storylines involving vampires and humans in Bon Temps.
  • B. True Blood episode "Hopeless"
    "Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
  • C. 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.
  • D. 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.
  • E. True Blood episode "Dead Meat"
    "Dead Meat" is an episode of the supernatural drama television series True Blood, written by Brian Buckner, that continues the show's blend of vampire politics, personal conflict, and dark fantasy.
  • 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 "Love is to Die"
Triple: [Brian Buckner, notableWork, True Blood episode "Love is to Die"]
Generated description
"Love is to Die" is a late-series episode of the HBO supernatural drama True Blood, written by showrunner Brian Buckner and centered on the emotional fallout and shifting alliances near the end of the show's run.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: True Blood episode "Love is to Die"
Target entity description: "Love is to Die" is a late-series episode of the HBO supernatural drama True Blood, written by showrunner Brian Buckner and centered on the emotional fallout and shifting alliances near the end of the show's run.
  • A. True Blood episode "Death is Not the End"
    "Death is Not the End" is an episode of the supernatural drama series True Blood, written by Brian Buckner and known for advancing the show's late-season storylines involving vampires and humans in Bon Temps.
  • B. True Blood episode "Hopeless"
    "Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
  • C. 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.
  • D. 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.
  • E. True Blood episode "Dead Meat"
    "Dead Meat" is an episode of the supernatural drama television series True Blood, written by Brian Buckner, that continues the show's blend of vampire politics, personal conflict, and dark fantasy.
  • 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_6a037c25fae48190b9ea3dca4539a9a0 completed May 12, 2026, 7:14 p.m.
NEDg Description generation batch_6a037d573318819094b6f961a3b748d7 completed May 12, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_6a037e2613bc8190b5b4abde308a63b1 completed May 12, 2026, 7:23 p.m.
Created at: April 10, 2026, 10:19 a.m.