Triple

T21093556
Position Surface form Disambiguated ID Type / Status
Subject Jahking Guillory E519697 entity
Predicate notableRole P22 FINISHED
Object Gus in The Walking Dead: World Beyond
Gus in The Walking Dead: World Beyond is a supporting character in the post-apocalyptic spin-off series, portrayed by actor Jahking Guillory.
 E1465871 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: Gus in The Walking Dead: World Beyond | Statement: [Jahking Guillory, notableRole, Gus in The Walking Dead: World Beyond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gus in The Walking Dead: World Beyond
Context triple: [Jahking Guillory, notableRole, Gus in The Walking Dead: World Beyond]
  • A. 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.
  • B. 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.
  • C. Ezekiel (The Walking Dead)
    Ezekiel is a charismatic former zookeeper turned theatrical community leader in The Walking Dead, known for his regal persona, pet tiger Shiva, and role as the king of the Kingdom.
  • D. Walker (Fear the Walking Dead)
    Walker is a key antagonist and later uneasy ally in Fear the Walking Dead, serving as a determined Native American leader of the Black Hat Reservation who clashes with the Otto family over land and survival.
  • E. Benjamin (The Walking Dead)
    Benjamin is a young, idealistic soldier and protégé of Morgan Jones in The Walking Dead TV series, known for his role in the Kingdom community and his tragic death that escalates tensions with the Saviors.
  • 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: Gus in The Walking Dead: World Beyond
Triple: [Jahking Guillory, notableRole, Gus in The Walking Dead: World Beyond]
Generated description
Gus in The Walking Dead: World Beyond is a supporting character in the post-apocalyptic spin-off series, portrayed by actor Jahking Guillory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gus in The Walking Dead: World Beyond
Target entity description: Gus in The Walking Dead: World Beyond is a supporting character in the post-apocalyptic spin-off series, portrayed by actor Jahking Guillory.
  • A. 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.
  • B. 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.
  • C. Ezekiel (The Walking Dead)
    Ezekiel is a charismatic former zookeeper turned theatrical community leader in The Walking Dead, known for his regal persona, pet tiger Shiva, and role as the king of the Kingdom.
  • D. Walker (Fear the Walking Dead)
    Walker is a key antagonist and later uneasy ally in Fear the Walking Dead, serving as a determined Native American leader of the Black Hat Reservation who clashes with the Otto family over land and survival.
  • E. Benjamin (The Walking Dead)
    Benjamin is a young, idealistic soldier and protégé of Morgan Jones in The Walking Dead TV series, known for his role in the Kingdom community and his tragic death that escalates tensions with the Saviors.
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e70950a31c8190bde2d7b414c362c7 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5c42fc81909be87268f6296c66 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095b1cb97c8190b3ba95373bd21056 completed May 17, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a095bf3efa4819089368a3e80a41e15 completed May 17, 2026, 6:11 a.m.
Created at: April 16, 2026, 2:51 p.m.