Triple

T3754406
Position Surface form Disambiguated ID Type / Status
Subject Marshall Blechtman E82010 entity
Predicate portrayedBy P1507 FINISHED
Object John Femia
John Femia is an actor known for playing the character Marshall Blechtman.
 E447968 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: John Femia | Statement: [Marshall Blechtman, portrayedBy, John Femia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Femia
Context triple: [Marshall Blechtman, portrayedBy, John Femia]
  • A. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • B. John Filippone
    John Filippone was the husband of Maureen Reagan, the daughter of former U.S. President Ronald Reagan.
  • C. Anthony Perrotti
    Anthony Perrotti is a former Rutgers University wrestler best known for becoming the program’s first NCAA All-American in over a decade and helping elevate the Scarlet Knights wrestling program to national prominence.
  • D. Frank Puglia
    Frank Puglia was an Italian-born American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1960s.
  • E. John DeNicola
    John DeNicola is an American songwriter and producer best known for co-writing the hit songs "(I've Had) The Time of My Life" and "Hungry Eyes" from the film Dirty Dancing.
  • 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: John Femia
Triple: [Marshall Blechtman, portrayedBy, John Femia]
Generated description
John Femia is an actor known for playing the character Marshall Blechtman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Femia
Target entity description: John Femia is an actor known for playing the character Marshall Blechtman.
  • A. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • B. John Filippone
    John Filippone was the husband of Maureen Reagan, the daughter of former U.S. President Ronald Reagan.
  • C. Anthony Perrotti
    Anthony Perrotti is a former Rutgers University wrestler best known for becoming the program’s first NCAA All-American in over a decade and helping elevate the Scarlet Knights wrestling program to national prominence.
  • D. Frank Puglia
    Frank Puglia was an Italian-born American character actor known for his numerous supporting roles in Hollywood films from the 1920s through the 1960s.
  • E. John DeNicola
    John DeNicola is an American songwriter and producer best known for co-writing the hit songs "(I've Had) The Time of My Life" and "Hungry Eyes" from the film Dirty Dancing.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb94ffc08190a7fd1ce71a15f787 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f7470a0819093cd5755d1ca050c completed March 20, 2026, 4:01 p.m.
NEDg Description generation batch_69bd71aecafc8190b0815d0308bbcaa9 completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd75f39d788190b9e394050c55f44d completed March 20, 2026, 4:29 p.m.
Created at: March 8, 2026, 3:35 p.m.