Triple

T9729112
Position Surface form Disambiguated ID Type / Status
Subject Madison Russell E235691 entity
Predicate worksWith P398 FINISHED
Object Bernie Hayes
Bernie Hayes is a character in the MonsterVerse franchise, depicted as a conspiracy theorist and former Apex Cybernetics technician who assists Madison Russell in uncovering the corporation’s secrets.
E817483 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: Bernie Hayes | Statement: [Madison Russell, worksWith, Bernie Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernie Hayes
Context triple: [Madison Russell, worksWith, Bernie Hayes]
  • A. Paul Benedict
    Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
  • B. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • C. Ted Baxter
    Ted Baxter is a vain, bumbling, and egotistical TV news anchor who serves as a major comic figure on the classic sitcom "The Mary Tyler Moore Show."
  • D. Rob Mitchell
    Rob Mitchell was a British music executive best known as a co-founder of the influential electronic music label Warp Records.
  • E. Frasier Crane
    Frasier Crane is a fictional, intellectually inclined and often neurotic psychiatrist best known as the central character in the television sitcom "Frasier," originally introduced on "Cheers."
  • 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: Bernie Hayes
Triple: [Madison Russell, worksWith, Bernie Hayes]
Generated description
Bernie Hayes is a character in the MonsterVerse franchise, depicted as a conspiracy theorist and former Apex Cybernetics technician who assists Madison Russell in uncovering the corporation’s secrets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernie Hayes
Target entity description: Bernie Hayes is a character in the MonsterVerse franchise, depicted as a conspiracy theorist and former Apex Cybernetics technician who assists Madison Russell in uncovering the corporation’s secrets.
  • A. Paul Benedict
    Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
  • B. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • C. Ted Baxter
    Ted Baxter is a vain, bumbling, and egotistical TV news anchor who serves as a major comic figure on the classic sitcom "The Mary Tyler Moore Show."
  • D. Rob Mitchell
    Rob Mitchell was a British music executive best known as a co-founder of the influential electronic music label Warp Records.
  • E. Frasier Crane
    Frasier Crane is a fictional, intellectually inclined and often neurotic psychiatrist best known as the central character in the television sitcom "Frasier," originally introduced on "Cheers."
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eafa3a88190bc62924d94b89cd8 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fb5f5bc8190ae53bc5c165b5ac7 completed April 4, 2026, 11:33 p.m.
NEDg Description generation batch_69d1a482c0bc81908c3c7ae7c2f19473 completed April 4, 2026, 11:53 p.m.
NED2 Entity disambiguation (via description) batch_69d1a83336308190acb209223da11766 completed April 5, 2026, 12:09 a.m.
Created at: March 30, 2026, 8:21 p.m.