Triple

T10346635
Position Surface form Disambiguated ID Type / Status
Subject Scott M. Gimple E243762 entity
Predicate notableWork P4 FINISHED
Object The Walking Dead: Best Defense
The Walking Dead: Best Defense is a comic book story arc in The Walking Dead series written by Scott M. Gimple, known for its intense survival horror themes and character-driven drama.
E874717 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: The Walking Dead: Best Defense | Statement: [Scott M. Gimple, notableWork, The Walking Dead: Best Defense]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Walking Dead: Best Defense
Context triple: [Scott M. Gimple, notableWork, The Walking Dead: Best Defense]
  • A. The Walking Dead: Origins
    The Walking Dead: Origins is a documentary-style spin-off series that revisits key events from the main The Walking Dead show through the perspectives of major characters, featuring narration and commentary from the actors who portray them.
  • B. The Walking Dead: The Ones Who Live
    The Walking Dead: The Ones Who Live is a post-apocalyptic horror drama television series that continues the story of key characters from the original The Walking Dead universe, focusing on their struggle to survive and reunite in a world overrun by the undead.
  • C. The Walking Dead: Dead City
    The Walking Dead: Dead City is a post-apocalyptic horror television series set in the same universe as The Walking Dead, following familiar characters as they navigate a walker-infested New York City.
  • D. The Walking Dead: World Beyond
    The Walking Dead: World Beyond is a post-apocalyptic horror drama television series set in the universe of The Walking Dead, focusing on the first generation to come of age after the zombie outbreak.
  • E. The Walking Dead
    The Walking Dead is a popular post-apocalyptic horror television series based on the comic book of the same name, following survivors of a zombie outbreak as they struggle to endure both the undead and other humans.
  • 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: The Walking Dead: Best Defense
Triple: [Scott M. Gimple, notableWork, The Walking Dead: Best Defense]
Generated description
The Walking Dead: Best Defense is a comic book story arc in The Walking Dead series written by Scott M. Gimple, known for its intense survival horror themes and character-driven drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Walking Dead: Best Defense
Target entity description: The Walking Dead: Best Defense is a comic book story arc in The Walking Dead series written by Scott M. Gimple, known for its intense survival horror themes and character-driven drama.
  • A. The Walking Dead: Origins
    The Walking Dead: Origins is a documentary-style spin-off series that revisits key events from the main The Walking Dead show through the perspectives of major characters, featuring narration and commentary from the actors who portray them.
  • B. The Walking Dead: The Ones Who Live
    The Walking Dead: The Ones Who Live is a post-apocalyptic horror drama television series that continues the story of key characters from the original The Walking Dead universe, focusing on their struggle to survive and reunite in a world overrun by the undead.
  • C. The Walking Dead: Dead City
    The Walking Dead: Dead City is a post-apocalyptic horror television series set in the same universe as The Walking Dead, following familiar characters as they navigate a walker-infested New York City.
  • D. The Walking Dead: World Beyond
    The Walking Dead: World Beyond is a post-apocalyptic horror drama television series set in the universe of The Walking Dead, focusing on the first generation to come of age after the zombie outbreak.
  • E. The Walking Dead
    The Walking Dead is a popular post-apocalyptic horror television series based on the comic book of the same name, following survivors of a zombie outbreak as they struggle to endure both the undead and other humans.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9251654819080d1e3f0ed4ee9d3 completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d95e4aef148190be58486605f85f77 completed April 10, 2026, 8:32 p.m.
NEDg Description generation batch_69d95f508b6481909405f0404246c69e completed April 10, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69d9600a29808190af583d2fd696ec6a completed April 10, 2026, 8:39 p.m.
Created at: April 6, 2026, 11:56 a.m.