Triple

T7658968
Position Surface form Disambiguated ID Type / Status
Subject Whisperers E173454 entity
Predicate laterLedBy P35853 FINISHED
Object Beta
Beta is a prominent antagonist in The Walking Dead universe, known as the brutal and enigmatic second-in-command of the Whisperers.
E679808 NE FINISHED

How this triple was built (5 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: Beta | Statement: [Whisperers, laterLedBy, Beta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beta
Context triple: [Whisperers, laterLedBy, Beta]
  • A. Beta
    Beta is a genus of flowering plants in the amaranth family that includes beets such as sugar beet, beetroot, and chard.
  • B. B-stage
    B-stage is a smaller secondary performance platform used during concerts to bring artists closer to audiences away from the main stage.
  • C. B2
    B2 is the second-generation Volkswagen Passat, produced in the early 1980s and known for its more angular design and expanded body style options compared to its predecessor.
  • D. Be
    "Be" is the critically acclaimed 2005 hip-hop album by Chicago rapper Common, celebrated for its soulful production by Kanye West and J Dilla and its introspective, socially conscious lyrics.
  • E. Ba
    Ba is a town and district on the northwestern coast of Viti Levu in Fiji, known for its sugar industry and cultural diversity.
  • 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: Beta
Triple: [Whisperers, laterLedBy, Beta]
Generated description
Beta is a prominent antagonist in The Walking Dead universe, known as the brutal and enigmatic second-in-command of the Whisperers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beta
Target entity description: Beta is a prominent antagonist in The Walking Dead universe, known as the brutal and enigmatic second-in-command of the Whisperers.
  • A. Beta
    Beta is a genus of flowering plants in the amaranth family that includes beets such as sugar beet, beetroot, and chard.
  • B. B-stage
    B-stage is a smaller secondary performance platform used during concerts to bring artists closer to audiences away from the main stage.
  • C. B2
    B2 is the second-generation Volkswagen Passat, produced in the early 1980s and known for its more angular design and expanded body style options compared to its predecessor.
  • D. Be
    "Be" is the critically acclaimed 2005 hip-hop album by Chicago rapper Common, celebrated for its soulful production by Kanye West and J Dilla and its introspective, socially conscious lyrics.
  • E. Ba
    Ba is a town and district on the northwestern coast of Viti Levu in Fiji, known for its sugar industry and cultural diversity.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: laterLedBy
Context triple: [Whisperers, laterLedBy, Beta]
  • A. leaderSince
    Indicates that an entity has held a leadership role over another entity starting from a specified point in time.
  • B. laterLeadsUnit
    Indicates that an entity assumes leadership of a unit at a time later than another referenced point or leader.
  • C. leaderFrom
    Indicates that an entity serves or has served as a leader originating from, representing, or associated with a specified place or organization.
  • D. hadLeadershipFrom chosen
    Indicates that one entity received leadership, guidance, or direction from another entity.
  • E. leadingOrgan
    Indicates that one entity serves as the primary or most responsible organizing body or authority for another entity or activity.
  • F. None of above.

Provenance (6 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_69c7061cbc3c8190a917dd7e71214182 completed March 27, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b0d345081909a1d4475fa3876f5 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89d77b7cc81908120da0121c94537 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
PD Predicate disambiguation batch_69c7015dd8fc8190bc5f52a12bd46209 completed March 27, 2026, 10:14 p.m.
Created at: March 27, 2026, 3:59 p.m.