Triple

T13830516
Position Surface form Disambiguated ID Type / Status
Subject Game Theory E332383 entity
Predicate producer P490 FINISHED
Object Rick Friedrich
Rick Friedrich is a music producer known for his work with the experimental rock band Game Theory.
 E1064703 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: Rick Friedrich | Statement: [Game Theory, producer, Rick Friedrich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rick Friedrich
Context triple: [Game Theory, producer, Rick Friedrich]
  • A. Rick Friedrich
    Rick Friedrich is a music producer best known for his work on The Roots’ critically acclaimed album "How I Got Over."
  • B. Martin Fischer
    Martin Fischer is a personal name shared by multiple individuals across various professions, such as sports, science, and the arts.
  • C. Erik Heinrichs
    Erik Heinrichs was a Finnish general and senior military leader who played a key role in directing Finland’s armed forces during World War II.
  • D. Peter Riegert
    Peter Riegert is an American actor and director known for his roles in films such as "Animal House," "Local Hero," and "The Mask," as well as numerous television appearances.
  • E. Ron Schmidt
    Ron Schmidt is a television producer best known for his executive production work on major series such as the Game of Thrones prequel "House of the Dragon."
  • 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: Rick Friedrich
Triple: [Game Theory, producer, Rick Friedrich]
Generated description
Rick Friedrich is a music producer known for his work with the experimental rock band Game Theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rick Friedrich
Target entity description: Rick Friedrich is a music producer known for his work with the experimental rock band Game Theory.
  • A. Rick Friedrich
    Rick Friedrich is a music producer best known for his work on The Roots’ critically acclaimed album "How I Got Over."
  • B. Martin Fischer
    Martin Fischer is a personal name shared by multiple individuals across various professions, such as sports, science, and the arts.
  • C. Erik Heinrichs
    Erik Heinrichs was a Finnish general and senior military leader who played a key role in directing Finland’s armed forces during World War II.
  • D. Peter Riegert
    Peter Riegert is an American actor and director known for his roles in films such as "Animal House," "Local Hero," and "The Mask," as well as numerous television appearances.
  • E. Ron Schmidt
    Ron Schmidt is a television producer best known for his executive production work on major series such as the Game of Thrones prequel "House of the Dragon."
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8ebf2608190b1071ee6967fa8d3 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.