Triple

T14712029
Position Surface form Disambiguated ID Type / Status
Subject Jeremiah Otto E345568 entity
Predicate hasEnemy P4675 FINISHED
Object 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.
 E1116254 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: Walker (Fear the Walking Dead) | Statement: [Jeremiah Otto, hasEnemy, Walker (Fear the Walking Dead)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walker (Fear the Walking Dead)
Context triple: [Jeremiah Otto, hasEnemy, Walker (Fear the Walking Dead)]
  • A. 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."
  • B. Andrea (The Walking Dead)
    Andrea is a former civil rights lawyer turned resilient survivor in The Walking Dead TV series, known for her evolving combat skills, complex moral choices, and pivotal relationships with key characters like Rick Grimes and the Governor.
  • C. Jerry (The Walking Dead)
    Jerry is a loyal, good-natured warrior and close ally of King Ezekiel in The Walking Dead, known for his humor, optimism, and role as one of the Kingdom’s key protectors.
  • D. 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.
  • E. 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.
  • 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: Walker (Fear the Walking Dead)
Triple: [Jeremiah Otto, hasEnemy, Walker (Fear the Walking Dead)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walker (Fear the Walking Dead)
Target entity description: 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.
  • A. 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."
  • B. Andrea (The Walking Dead)
    Andrea is a former civil rights lawyer turned resilient survivor in The Walking Dead TV series, known for her evolving combat skills, complex moral choices, and pivotal relationships with key characters like Rick Grimes and the Governor.
  • C. Jerry (The Walking Dead)
    Jerry is a loyal, good-natured warrior and close ally of King Ezekiel in The Walking Dead, known for his humor, optimism, and role as one of the Kingdom’s key protectors.
  • D. 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.
  • E. 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.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb982bf248190881e21a8a0861a3f completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf08f2aa08190a5ac3240d1de90fb completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf23d4928819093630e25616abb2d completed May 8, 2026, 2:25 p.m.
NED2 Entity disambiguation (via description) batch_69fdf31fcb4081908a88cf4d4c5ddced completed May 8, 2026, 2:28 p.m.
Created at: April 10, 2026, 1:28 a.m.