Triple

T7658944
Position Surface form Disambiguated ID Type / Status
Subject The Saviors E173453 entity
Predicate notableMember P10 FINISHED
Object 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.
 E684098 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: Gavin (The Walking Dead) | Statement: [The Saviors, notableMember, Gavin (The Walking Dead)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gavin (The Walking Dead)
Context triple: [The Saviors, notableMember, Gavin (The Walking Dead)]
  • A. 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.
  • B. Henry (The Walking Dead)
    Henry is a young resident of the Kingdom community in The Walking Dead who becomes a key supporting character as he grows up amid the series’ post-apocalyptic conflicts.
  • 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. Negan
    Negan is a notorious, charismatic, and brutal antagonist-turned-antihero in The Walking Dead franchise, known for leading the Saviors and wielding his barbed-wire baseball bat, Lucille.
  • 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: Gavin (The Walking Dead)
Triple: [The Saviors, notableMember, Gavin (The Walking Dead)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gavin (The Walking Dead)
Target entity description: 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.
  • A. 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.
  • B. Henry (The Walking Dead)
    Henry is a young resident of the Kingdom community in The Walking Dead who becomes a key supporting character as he grows up amid the series’ post-apocalyptic conflicts.
  • 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. Negan
    Negan is a notorious, charismatic, and brutal antagonist-turned-antihero in The Walking Dead franchise, known for leading the Saviors and wielding his barbed-wire baseball bat, Lucille.
  • 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701a32f588190a7a923e8ce43f727 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b4f716a48190a0ca52caffc2c1c1 completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b6811b1881909a835ab4c3eefbf7 completed March 29, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69c8b6dcca508190b031eaea6b73b35e completed March 29, 2026, 5:21 a.m.
Created at: March 27, 2026, 3:59 p.m.