Triple

T5079542
Position Surface form Disambiguated ID Type / Status
Subject Gru E114480 entity
Predicate enemyOf P437 FINISHED
Object Balthazar Bratt
Balthazar Bratt is a former child TV star turned supervillain obsessed with 1980s pop culture in the Despicable Me film series.
E491803 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: Balthazar Bratt | Statement: [Gru, enemyOf, Balthazar Bratt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balthazar Bratt
Context triple: [Gru, enemyOf, Balthazar Bratt]
  • A. Balthazar
    Balthazar is a traditional variant of the name Belshazzar, historically associated with a Babylonian ruler mentioned in the Bible and later used in various cultural and literary contexts.
  • B. Stephen Orlac
    Stephen Orlac is the tormented concert pianist in the 1935 horror film "Mad Love," whose transplanted hands drive him toward madness and violence.
  • C. Barret Zoph
    Barret Zoph is a machine learning researcher known for his work on neural architecture search and contributions to deep learning at Google Brain.
  • D. Jason Ballantine
    Jason Ballantine is a film editor best known for his work on major genre films, including the 2017 adaptation of Stephen King’s "It."
  • E. Ben Harmon
    Ben Harmon is a troubled psychiatrist and family man whose personal failings and attempts at redemption drive much of the psychological and supernatural drama in American Horror Story: Murder House.
  • 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: Balthazar Bratt
Triple: [Gru, enemyOf, Balthazar Bratt]
Generated description
Balthazar Bratt is a former child TV star turned supervillain obsessed with 1980s pop culture in the Despicable Me film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balthazar Bratt
Target entity description: Balthazar Bratt is a former child TV star turned supervillain obsessed with 1980s pop culture in the Despicable Me film series.
  • A. Balthazar
    Balthazar is a traditional variant of the name Belshazzar, historically associated with a Babylonian ruler mentioned in the Bible and later used in various cultural and literary contexts.
  • B. Stephen Orlac
    Stephen Orlac is the tormented concert pianist in the 1935 horror film "Mad Love," whose transplanted hands drive him toward madness and violence.
  • C. Barret Zoph
    Barret Zoph is a machine learning researcher known for his work on neural architecture search and contributions to deep learning at Google Brain.
  • D. Jason Ballantine
    Jason Ballantine is a film editor best known for his work on major genre films, including the 2017 adaptation of Stephen King’s "It."
  • E. Ben Harmon
    Ben Harmon is a troubled psychiatrist and family man whose personal failings and attempts at redemption drive much of the psychological and supernatural drama in American Horror Story: Murder House.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74f86c988190aa026073ed435a45 completed March 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb12bd7288190b66ac606aebcabca completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb19325fc8190b768b8bd27eb0d7c completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb23f789c8190811ee9e43327196c completed March 21, 2026, 2:59 p.m.
Created at: March 20, 2026, 1:39 p.m.