Triple

T16938447
Position Surface form Disambiguated ID Type / Status
Subject The Gregory Brothers E410885 entity
Predicate member P10 FINISHED
Object Michael Gregory
Michael Gregory is an American musician, comedian, and video producer best known as a member of The Gregory Brothers, the group behind the viral "Auto-Tune the News" and "Songify" videos.
E1244239 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: Michael Gregory | Statement: [The Gregory Brothers, member, Michael Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Gregory
Context triple: [The Gregory Brothers, member, Michael Gregory]
  • A. Gregory Kennedy
    Gregory Kennedy is one of the children of Anthony Kennedy, the former Associate Justice of the United States Supreme Court.
  • B. Gregory Middleton
    Gregory Middleton is a Canadian cinematographer known for his work on films and television series including the horror-comedy "Slither" and acclaimed shows like "Game of Thrones" and "Watchmen."
  • C. Gregory Jacobs
    Gregory Jacobs is an American film producer and director known for his longtime collaboration with Steven Soderbergh on numerous critically acclaimed movies.
  • D. Gregory Jacobs
    Gregory Jacobs is an American rapper and producer better known by his stage name Shock G, the frontman of Digital Underground and a key figure in West Coast hip hop.
  • E. Gregory Smith
    Gregory Smith is an American actor best known for his roles in film and television, including prominent performances in dramas and family series.
  • 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: Michael Gregory
Triple: [The Gregory Brothers, member, Michael Gregory]
Generated description
Michael Gregory is an American musician, comedian, and video producer best known as a member of The Gregory Brothers, the group behind the viral "Auto-Tune the News" and "Songify" videos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Gregory
Target entity description: Michael Gregory is an American musician, comedian, and video producer best known as a member of The Gregory Brothers, the group behind the viral "Auto-Tune the News" and "Songify" videos.
  • A. Gregory Kennedy
    Gregory Kennedy is one of the children of Anthony Kennedy, the former Associate Justice of the United States Supreme Court.
  • B. Gregory Middleton
    Gregory Middleton is a Canadian cinematographer known for his work on films and television series including the horror-comedy "Slither" and acclaimed shows like "Game of Thrones" and "Watchmen."
  • C. Gregory Jacobs
    Gregory Jacobs is an American film producer and director known for his longtime collaboration with Steven Soderbergh on numerous critically acclaimed movies.
  • D. Gregory Jacobs
    Gregory Jacobs is an American rapper and producer better known by his stage name Shock G, the frontman of Digital Underground and a key figure in West Coast hip hop.
  • E. Gregory Smith
    Gregory Smith is an American actor best known for his roles in film and television, including prominent performances in dramas and family series.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf2b88bc8190aeb7b07032478ae3 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc04f60081909b7b276a4010c321 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d33cac819083d8e542ea5bc274 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c583608190bf07ac205399f253 completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:30 a.m.