Triple

T16437135
Position Surface form Disambiguated ID Type / Status
Subject Restless Heart E399205 entity
Predicate featuresMusician P20942 FINISHED
Object Denny Carmassi
Denny Carmassi is an American rock drummer best known for his work with bands such as Montrose, Heart, and Whitesnake.
E1219513 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: Denny Carmassi | Statement: [Restless Heart, featuresMusician, Denny Carmassi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denny Carmassi
Context triple: [Restless Heart, featuresMusician, Denny Carmassi]
  • A. Dale Resteghini
    Dale Resteghini is an American music video director and filmmaker known for his prolific work across hip-hop, rock, and metal videos for numerous high-profile artists.
  • B. Dan Iassogna
    Dan Iassogna is a veteran Major League Baseball umpire who has officiated numerous postseason games, including serving as crew chief in the World Series.
  • C. Mark Dacascos
    Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
  • D. Bill Carraro
    Bill Carraro is a film and television producer known for working on major studio projects, including the fantasy adaptation "The Golden Compass."
  • E. Carl Mazzocone
    Carl Mazzocone is a film producer best known for his work on the horror franchise entry "Texas Chainsaw 3D."
  • 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: Denny Carmassi
Triple: [Restless Heart, featuresMusician, Denny Carmassi]
Generated description
Denny Carmassi is an American rock drummer best known for his work with bands such as Montrose, Heart, and Whitesnake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denny Carmassi
Target entity description: Denny Carmassi is an American rock drummer best known for his work with bands such as Montrose, Heart, and Whitesnake.
  • A. Dale Resteghini
    Dale Resteghini is an American music video director and filmmaker known for his prolific work across hip-hop, rock, and metal videos for numerous high-profile artists.
  • B. Dan Iassogna
    Dan Iassogna is a veteran Major League Baseball umpire who has officiated numerous postseason games, including serving as crew chief in the World Series.
  • C. Mark Dacascos
    Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
  • D. Bill Carraro
    Bill Carraro is a film and television producer known for working on major studio projects, including the fantasy adaptation "The Golden Compass."
  • E. Carl Mazzocone
    Carl Mazzocone is a film producer best known for his work on the horror franchise entry "Texas Chainsaw 3D."
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ba49f3481908e7ea62467ef5813 completed April 18, 2026, 6:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00679d15b08190b4e70e4337bff88d completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a0068a384e0819093c174a46ea5ce10 completed May 10, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0068fa85448190aef06ff27fe16305 completed May 10, 2026, 11:16 a.m.
Created at: April 10, 2026, 5:10 a.m.