Triple

T32656980
Position Surface form Disambiguated ID Type / Status
Subject Nelson Muntz E834888 entity
Predicate oftenBullies P191907 FINISHED
Object weaker students LITERAL FINISHED

How this triple was built (2 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: weaker students | Statement: [Nelson Muntz, oftenBullies, weaker students]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: oftenBullies
Context triple: [Nelson Muntz, oftenBullies, weaker students]
  • A. targetOfBullying
    Indicates that one entity is the victim or recipient of bullying behavior carried out by another entity.
  • B. usesOnlineBullyingAgainst
    Indicates that one entity engages in online bullying behavior directed at another entity.
  • C. formerBullyOf
    Indicates that one entity used to bully another entity in the past but no longer does so.
  • D. oftenThreaten
    Indicates that one entity frequently makes threats toward another entity.
  • E. oftenSays
    Indicates that one entity frequently makes a particular statement or remark, or regularly expresses a certain idea or phrase.
  • F. None of above. chosen

Provenance (4 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_69f3492f72248190ba42fa596aea50e1 completed April 30, 2026, 12:21 p.m.
NER Named-entity recognition batch_69fcef654d588190b29ecc76678d1aa0 completed May 7, 2026, 8 p.m.
PD Predicate disambiguation batch_69fcecdb97f48190b382b7d13be92dc0 completed May 7, 2026, 7:49 p.m.
PDg Predicate description generation batch_69fcef636dfc819085cf91323f2e4edd completed May 7, 2026, 8 p.m.
Created at: May 1, 2026, 1:08 a.m.