Triple

T7658949
Position Surface form Disambiguated ID Type / Status
Subject The Saviors E173453 entity
Predicate firstAppearanceInComicsIssue P78612 FINISHED
Object The Walking Dead #97
The Walking Dead #97 is an issue of the long-running post-apocalyptic comic series by Robert Kirkman that marks the beginning of a major new storyline involving powerful human antagonists.
E683202 NE FINISHED

How this triple was built (5 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 #97 | Statement: [The Saviors, firstAppearanceInComicsIssue, The Walking Dead #97]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Walking Dead #97
Context triple: [The Saviors, firstAppearanceInComicsIssue, The Walking Dead #97]
  • A. The Walking Dead #19
    The Walking Dead #19 is an issue of the Image Comics horror series notable for introducing the katana-wielding survivor Michonne to the story.
  • B. The Walking Dead #100
    The Walking Dead #100 is a landmark issue of the comic book series best known for introducing the brutal villain Negan and his barbed-wire bat, Lucille, in a shocking and pivotal storyline.
  • C. The Walking Dead Issue #108
    The Walking Dead Issue #108 is a comic book installment in Robert Kirkman's post-apocalyptic horror series, notable for introducing the Kingdom community and its eccentric leader, King Ezekiel.
  • D. The Walking Dead #1
    The Walking Dead #1 is the debut issue of the acclaimed post-apocalyptic horror comic series that introduces Rick Grimes and the zombie-infested world that became a long-running franchise.
  • E. The Walking Dead (comic) issue #27
    The Walking Dead (comic) issue #27 is a pivotal installment in Robert Kirkman’s zombie comic series that introduces the ruthless antagonist known as the Governor, marking the beginning of the Woodbury storyline.
  • 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 #97
Triple: [The Saviors, firstAppearanceInComicsIssue, The Walking Dead #97]
Generated description
The Walking Dead #97 is an issue of the long-running post-apocalyptic comic series by Robert Kirkman that marks the beginning of a major new storyline involving powerful human antagonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Walking Dead #97
Target entity description: The Walking Dead #97 is an issue of the long-running post-apocalyptic comic series by Robert Kirkman that marks the beginning of a major new storyline involving powerful human antagonists.
  • A. The Walking Dead #19
    The Walking Dead #19 is an issue of the Image Comics horror series notable for introducing the katana-wielding survivor Michonne to the story.
  • B. The Walking Dead #100
    The Walking Dead #100 is a landmark issue of the comic book series best known for introducing the brutal villain Negan and his barbed-wire bat, Lucille, in a shocking and pivotal storyline.
  • C. The Walking Dead Issue #108
    The Walking Dead Issue #108 is a comic book installment in Robert Kirkman's post-apocalyptic horror series, notable for introducing the Kingdom community and its eccentric leader, King Ezekiel.
  • D. The Walking Dead #1
    The Walking Dead #1 is the debut issue of the acclaimed post-apocalyptic horror comic series that introduces Rick Grimes and the zombie-infested world that became a long-running franchise.
  • E. The Walking Dead (comic) issue #27
    The Walking Dead (comic) issue #27 is a pivotal installment in Robert Kirkman’s zombie comic series that introduces the ruthless antagonist known as the Governor, marking the beginning of the Woodbury storyline.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstAppearanceInComicsIssue
Context triple: [The Saviors, firstAppearanceInComicsIssue, The Walking Dead #97]
  • A. firstAppearanceFranchise
    Indicates the franchise in which an entity made its first appearance.
  • B. firstAppearanceFor
    Indicates that an entity marks the initial occurrence or debut of another entity within a given context or medium.
  • C. firstPopularAppearance
    Indicates the earliest notable or widely recognized appearance of an entity in a public or popular context.
  • D. directorOfFirstAppearance
    Indicates that a person is the director responsible for an entity’s first appearance (e.g., first episode, film, or installment) in a series or franchise.
  • E. firstAppearanceEpisode
    Indicates the specific episode in which an entity (such as a character or item) is shown or mentioned for the first time.
  • F. None of above. chosen

Provenance (7 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7061cbc3c8190a917dd7e71214182 completed March 27, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac9527088190b3d7fd0987e66f35 completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8ae258a7081909bd30259a368d865 completed March 29, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8aebc46e481908872d0c4c77345b5 completed March 29, 2026, 4:46 a.m.
PD Predicate disambiguation batch_69c7015dd8fc8190bc5f52a12bd46209 completed March 27, 2026, 10:14 p.m.
PDg Predicate description generation batch_69c7061b218c81909fff789ba4c10e58 completed March 27, 2026, 10:35 p.m.
Created at: March 27, 2026, 3:59 p.m.