Triple

T3051822
Position Surface form Disambiguated ID Type / Status
Subject The Front Page (2016 Broadway revival) E83586 entity
Predicate starred P5563 FINISHED
Object Danny Mastrogiorgio
Danny Mastrogiorgio is an American actor known for his work on Broadway, film, and television, including a role in the 2016 revival of "The Front Page."
 E344723 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: Danny Mastrogiorgio | Statement: [The Front Page (2016 Broadway revival), starred, Danny Mastrogiorgio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danny Mastrogiorgio
Context triple: [The Front Page (2016 Broadway revival), starred, Danny Mastrogiorgio]
  • A. James Marini
    James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • 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. Anthony Rossomando
    Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
  • D. Rico Petrocelli
    Rico Petrocelli is a former Major League Baseball shortstop and third baseman best known for his long tenure with the Boston Red Sox, including multiple All-Star selections and a standout power-hitting season in 1969.
  • E. Leo Rossi
    Leo Rossi is an American character actor known for his supporting roles in crime dramas and thrillers in film and television.
  • 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: Danny Mastrogiorgio
Triple: [The Front Page (2016 Broadway revival), starred, Danny Mastrogiorgio]
Generated description
Danny Mastrogiorgio is an American actor known for his work on Broadway, film, and television, including a role in the 2016 revival of "The Front Page."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Danny Mastrogiorgio
Target entity description: Danny Mastrogiorgio is an American actor known for his work on Broadway, film, and television, including a role in the 2016 revival of "The Front Page."
  • A. James Marini
    James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • 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. Anthony Rossomando
    Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
  • D. Rico Petrocelli
    Rico Petrocelli is a former Major League Baseball shortstop and third baseman best known for his long tenure with the Boston Red Sox, including multiple All-Star selections and a standout power-hitting season in 1969.
  • E. Leo Rossi
    Leo Rossi is an American character actor known for his supporting roles in crime dramas and thrillers in film and television.
  • 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_69ad8b24924c8190a9bb6f61d519e4ae completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9bf274f88190a759f9ce3da47c35 completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e81339d08190aa74556cc68fba20 completed March 12, 2026, 4:21 p.m.
NEDg Description generation batch_69b2ec2d96cc8190987d4dff1515384e completed March 12, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2ecdecb6481908c7af9d6925f6e53 completed March 12, 2026, 4:42 p.m.
Created at: March 8, 2026, 3:01 p.m.