Triple

T5071537
Position Surface form Disambiguated ID Type / Status
Subject Ross O’Donovan E114290 entity
Predicate collaboratedWith P435 FINISHED
Object Suzy Berhow
Suzy Berhow is an American animator, artist, and YouTube personality best known for her work on Game Grumps–related content and her own channels, such as KittyKatGaming.
E491486 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: Suzy Berhow | Statement: [Ross O’Donovan, collaboratedWith, Suzy Berhow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Suzy Berhow
Context triple: [Ross O’Donovan, collaboratedWith, Suzy Berhow]
  • A. Suzy Miller
    Suzy Miller is a former British model and socialite best known for her high-profile marriages to Formula One driver James Hunt and later actor Richard Burton.
  • B. Susie Myerson
    Susie Myerson is a tough, sharp-tongued talent manager and key supporting character on the television series "The Marvelous Mrs. Maisel."
  • C. Suzanne Zimmer
    Suzanne Zimmer is the wife of renowned film composer Hans Zimmer and the mother of several of his children.
  • D. Suzanne Johnson
    Suzanne Johnson is a member of the Johnson family, known primarily in relation to that family group.
  • E. Beth Shuey
    Beth Shuey is the former wife of NFL head coach Sean Payton and the mother of their two children.
  • 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: Suzy Berhow
Triple: [Ross O’Donovan, collaboratedWith, Suzy Berhow]
Generated description
Suzy Berhow is an American animator, artist, and YouTube personality best known for her work on Game Grumps–related content and her own channels, such as KittyKatGaming.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Suzy Berhow
Target entity description: Suzy Berhow is an American animator, artist, and YouTube personality best known for her work on Game Grumps–related content and her own channels, such as KittyKatGaming.
  • A. Suzy Miller
    Suzy Miller is a former British model and socialite best known for her high-profile marriages to Formula One driver James Hunt and later actor Richard Burton.
  • B. Susie Myerson
    Susie Myerson is a tough, sharp-tongued talent manager and key supporting character on the television series "The Marvelous Mrs. Maisel."
  • C. Suzanne Zimmer
    Suzanne Zimmer is the wife of renowned film composer Hans Zimmer and the mother of several of his children.
  • D. Suzanne Johnson
    Suzanne Johnson is a member of the Johnson family, known primarily in relation to that family group.
  • E. Beth Shuey
    Beth Shuey is the former wife of NFL head coach Sean Payton and the mother of their two children.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74ce140881909a2874663244c0db completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb1110a388190a5db1c94b3d60d6b completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb186dfa88190bd4cc76247a64ff1 completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb1f3c7b88190a3c4e6bcd8714808 completed March 21, 2026, 2:57 p.m.
Created at: March 20, 2026, 1:39 p.m.