Triple

T10346634

Position	Surface form	Disambiguated ID	Type / Status
Subject	Scott M. Gimple	`E243762`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Fear the Walking Dead: Dead in the Water Fear the Walking Dead: Dead in the Water is a short-form web series set in The Walking Dead universe that explores the outbreak’s early days aboard a U.S. Navy submarine.	`E872693`	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: Fear the Walking Dead: Dead in the Water | Statement: [Scott M. Gimple, notableWork, Fear the Walking Dead: Dead in the Water]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Fear the Walking Dead: Dead in the Water
Context triple: [Scott M. Gimple, notableWork, Fear the Walking Dead: Dead in the Water]

A. Fear the Walking Dead: Passage
Fear the Walking Dead: Passage is a short-form web series set in the universe of The Walking Dead franchise, expanding the backstory and world of the companion series Fear the Walking Dead.
B. 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.
C. 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.
D. 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.
E. 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.
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: Fear the Walking Dead: Dead in the Water
Triple: [Scott M. Gimple, notableWork, Fear the Walking Dead: Dead in the Water]

Generated description

Fear the Walking Dead: Dead in the Water is a short-form web series set in The Walking Dead universe that explores the outbreak’s early days aboard a U.S. Navy submarine.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Fear the Walking Dead: Dead in the Water
Target entity description: Fear the Walking Dead: Dead in the Water is a short-form web series set in The Walking Dead universe that explores the outbreak’s early days aboard a U.S. Navy submarine.

A. Fear the Walking Dead: Passage
Fear the Walking Dead: Passage is a short-form web series set in the universe of The Walking Dead franchise, expanding the backstory and world of the companion series Fear the Walking Dead.
B. 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.
C. 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.
D. 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.
E. 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.
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_69d94aec37288190bd9060ba39ec4df2`	completed	April 10, 2026, 7:09 p.m.
NEDg	Description generation	`batch_69d94c6fa9ac8190819a399754d2bd15`	completed	April 10, 2026, 7:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69d953440a508190a50d1897cdbeba03`	completed	April 10, 2026, 7:45 p.m.

Created at: April 6, 2026, 11:56 a.m.