Triple
T17903404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Buckner |
E447638
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
True Blood episode "Hopeless"
"Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
|
E1298871
|
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 "Hopeless" | Statement: [Brian Buckner, notableWork, True Blood episode "Hopeless"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: True Blood episode "Hopeless" Context triple: [Brian Buckner, notableWork, True Blood episode "Hopeless"]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
True Blood Season 5
True Blood Season 5 is the fifth season of HBO’s supernatural drama series, continuing the story of Sookie Stackhouse and the residents of Bon Temps as escalating conflicts between vampires, humans, and other supernatural beings intensify.
-
E.
True Blood
True Blood is a dark fantasy horror television series that follows the coexistence of vampires and humans in a small Louisiana town, known for its graphic content, social allegory, and Southern Gothic style.
- 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 "Hopeless" Triple: [Brian Buckner, notableWork, True Blood episode "Hopeless"]
Generated description
"Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: True Blood episode "Hopeless" Target entity description: "Hopeless" is an episode of the supernatural drama television series True Blood, written by Brian Buckner.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
True Blood Season 5
True Blood Season 5 is the fifth season of HBO’s supernatural drama series, continuing the story of Sookie Stackhouse and the residents of Bon Temps as escalating conflicts between vampires, humans, and other supernatural beings intensify.
-
E.
True Blood
True Blood is a dark fantasy horror television series that follows the coexistence of vampires and humans in a small Louisiana town, known for its graphic content, social allegory, and Southern Gothic style.
- 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_6a033000790c8190b65c0f888bdd9482 |
completed | May 12, 2026, 1:49 p.m. |
| NEDg | Description generation | batch_6a0331bd44f08190b564dae3fee6dcbd |
completed | May 12, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03342d68e08190901e2fcb33627714 |
completed | May 12, 2026, 2:07 p.m. |
Created at: April 10, 2026, 10:19 a.m.