Triple

T10325487
Position Surface form Disambiguated ID Type / Status
Subject The Five Wives E242750 entity
Predicate member P10 FINISHED
Object Toast the Knowing
Toast the Knowing is a character from the Borderlands video game series, known as one of the eccentric cultist "Five Wives" devoted to the Calypso Twins in Borderlands 3.
 E855450 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: Toast the Knowing | Statement: [The Five Wives, member, Toast the Knowing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toast the Knowing
Context triple: [The Five Wives, member, Toast the Knowing]
  • A. More Than Toast
    "More Than Toast" is a song featured on the musical theatre album "Carry the Banner."
  • B. Know You Know
    "Know You Know" is a track by British singer-songwriter Lil Peep from his posthumous compilation album "Everybody's Everything."
  • C. Unthought Known
    "Unthought Known" is a reflective, anthemic rock song by Pearl Jam that blends introspective lyrics with soaring melodies.
  • D. What They Don’t Know
    "What They Don’t Know" is a track from DMX’s 2001 hip-hop album *The Great Depression*, featuring artists Sisqó and Drag-On.
  • E. The Unknowable
    The Unknowable is a philosophical concept denoting aspects of reality or truth that are fundamentally beyond human comprehension or empirical investigation.
  • 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: Toast the Knowing
Triple: [The Five Wives, member, Toast the Knowing]
Generated description
Toast the Knowing is a character from the Borderlands video game series, known as one of the eccentric cultist "Five Wives" devoted to the Calypso Twins in Borderlands 3.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toast the Knowing
Target entity description: Toast the Knowing is a character from the Borderlands video game series, known as one of the eccentric cultist "Five Wives" devoted to the Calypso Twins in Borderlands 3.
  • A. More Than Toast
    "More Than Toast" is a song featured on the musical theatre album "Carry the Banner."
  • B. Know You Know
    "Know You Know" is a track by British singer-songwriter Lil Peep from his posthumous compilation album "Everybody's Everything."
  • C. Unthought Known
    "Unthought Known" is a reflective, anthemic rock song by Pearl Jam that blends introspective lyrics with soaring melodies.
  • D. What They Don’t Know
    "What They Don’t Know" is a track from DMX’s 2001 hip-hop album *The Great Depression*, featuring artists Sisqó and Drag-On.
  • E. The Unknowable
    The Unknowable is a philosophical concept denoting aspects of reality or truth that are fundamentally beyond human comprehension or empirical investigation.
  • 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d7cd76348190b93562112300acfc completed April 7, 2026, 10:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71da93b988190ad568b0677b5d344 completed April 9, 2026, 3:31 a.m.
NEDg Description generation batch_69d731887d2081908e6b4e33d400582f completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7329189708190bbd21bd40ec029b0 completed April 9, 2026, 5:01 a.m.
Created at: April 6, 2026, 11:51 a.m.