Triple

T22588691
Position Surface form Disambiguated ID Type / Status
Subject Blue Man Group E564874 entity
Predicate foundedBy P104 FINISHED
Object Matt Goldman
Matt Goldman is an American entrepreneur and co-founder of the avant-garde performance art and entertainment company Blue Man Group.
E1546480 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: Matt Goldman | Statement: [Blue Man Group, foundedBy, Matt Goldman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Goldman
Context triple: [Blue Man Group, foundedBy, Matt Goldman]
  • A. Matt Goldman
    Matt Goldman is an American record producer and audio engineer known for his work with numerous rock and metal bands in the Christian and alternative music scenes.
  • B. Matthew Goldman
    Matthew Goldman is the son of American screenwriter and playwright James Goldman, known for works such as "The Lion in Winter."
  • C. Len Goldstein
    Len Goldstein is a television producer known for his executive production work on series such as "The Astronaut Wives Club."
  • D. Bo Goldman
    Bo Goldman was an acclaimed American screenwriter best known for his Oscar-winning work on films such as "One Flew Over the Cuckoo's Nest" and "Melvin and Howard."
  • E. Josh Goldstein
    Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
  • 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: Matt Goldman
Triple: [Blue Man Group, foundedBy, Matt Goldman]
Generated description
Matt Goldman is an American entrepreneur and co-founder of the avant-garde performance art and entertainment company Blue Man Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Goldman
Target entity description: Matt Goldman is an American entrepreneur and co-founder of the avant-garde performance art and entertainment company Blue Man Group.
  • A. Matt Goldman
    Matt Goldman is an American record producer and audio engineer known for his work with numerous rock and metal bands in the Christian and alternative music scenes.
  • B. Matthew Goldman
    Matthew Goldman is the son of American screenwriter and playwright James Goldman, known for works such as "The Lion in Winter."
  • C. Len Goldstein
    Len Goldstein is a television producer known for his executive production work on series such as "The Astronaut Wives Club."
  • D. Bo Goldman
    Bo Goldman was an acclaimed American screenwriter best known for his Oscar-winning work on films such as "One Flew Over the Cuckoo's Nest" and "Melvin and Howard."
  • E. Josh Goldstein
    Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
  • 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_69e245836014819091b91ed3074742a3 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1615ea5bc8190b7760cd0de9669dd completed April 29, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4df377bc819081af889a14887884 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b51e5b7a0819098f9b93051c27ca2 completed May 18, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0b529631048190ae49bb7ca38d669e completed May 18, 2026, 5:55 p.m.
Created at: April 17, 2026, 2:48 p.m.