Triple

T9995784
Position Surface form Disambiguated ID Type / Status
Subject Cliff Curtis E197197 entity
Predicate characterPlayed P1507 FINISHED
Object Travis Manawa in Fear the Walking Dead
Travis Manawa in Fear the Walking Dead is a former high school teacher and moral center of the early series, struggling to protect his blended family and uphold his principles amid the collapse of civilization during the zombie apocalypse.
E834554 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: Travis Manawa in Fear the Walking Dead | Statement: [Cliff Curtis, characterPlayed, Travis Manawa in Fear the Walking Dead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Travis Manawa in Fear the Walking Dead
Context triple: [Cliff Curtis, characterPlayed, Travis Manawa in Fear the Walking Dead]
  • A. Victor Strand in Fear the Walking Dead
    Victor Strand in Fear the Walking Dead is a charismatic, morally ambiguous con man-turned-survivor whose resourcefulness and shifting loyalties make him one of the series’ most complex and influential characters.
  • B. Morgan Jones in The Walking Dead
    Morgan Jones in The Walking Dead is a complex, morally conflicted survivor whose evolving philosophy and combat skills make him one of the series’ most transformative and enduring characters.
  • C. The Walking Dead: Daryl Dixon
    The Walking Dead: Daryl Dixon is a post-apocalyptic horror drama spin-off series following fan-favorite survivor Daryl Dixon as he navigates a dangerous new setting far from his original group.
  • D. Gavin (The Walking Dead)
    Gavin is a mid-level leader of the Saviors in The Walking Dead TV series, known for his pragmatic, reluctant brutality and uneasy loyalty to Negan.
  • E. Norman Reedus
    Norman Reedus is an American actor and model best known for his role as Daryl Dixon on the television series "The Walking Dead."
  • 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: Travis Manawa in Fear the Walking Dead
Triple: [Cliff Curtis, characterPlayed, Travis Manawa in Fear the Walking Dead]
Generated description
Travis Manawa in Fear the Walking Dead is a former high school teacher and moral center of the early series, struggling to protect his blended family and uphold his principles amid the collapse of civilization during the zombie apocalypse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Travis Manawa in Fear the Walking Dead
Target entity description: Travis Manawa in Fear the Walking Dead is a former high school teacher and moral center of the early series, struggling to protect his blended family and uphold his principles amid the collapse of civilization during the zombie apocalypse.
  • A. Victor Strand in Fear the Walking Dead
    Victor Strand in Fear the Walking Dead is a charismatic, morally ambiguous con man-turned-survivor whose resourcefulness and shifting loyalties make him one of the series’ most complex and influential characters.
  • B. Morgan Jones in The Walking Dead
    Morgan Jones in The Walking Dead is a complex, morally conflicted survivor whose evolving philosophy and combat skills make him one of the series’ most transformative and enduring characters.
  • C. The Walking Dead: Daryl Dixon
    The Walking Dead: Daryl Dixon is a post-apocalyptic horror drama spin-off series following fan-favorite survivor Daryl Dixon as he navigates a dangerous new setting far from his original group.
  • D. Gavin (The Walking Dead)
    Gavin is a mid-level leader of the Saviors in The Walking Dead TV series, known for his pragmatic, reluctant brutality and uneasy loyalty to Negan.
  • E. Norman Reedus
    Norman Reedus is an American actor and model best known for his role as Daryl Dixon on the television series "The Walking Dead."
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcb9af6a88190942cc4991bd373c1 completed April 2, 2026, 1:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d258336ab8819098d4878b8c106d86 completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259cb8c4c8190b9169745751855ca completed April 5, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d25a30ad98819084dcd305e709c34d completed April 5, 2026, 12:48 p.m.
Created at: March 30, 2026, 8:50 p.m.