Triple

T8013419
Position Surface form Disambiguated ID Type / Status
Subject Penelope Alvarez E186550 entity
Predicate loveInterest P7325 FINISHED
Object Max Ferraro
Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
E717782 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: Max Ferraro | Statement: [Penelope Alvarez, loveInterest, Max Ferraro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Ferraro
Context triple: [Penelope Alvarez, loveInterest, Max Ferraro]
  • A. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • B. Marc Ferraro
    Marc Ferraro is an individual notable enough to be recognized as a namesake of the surname Ferraro, though specific widely known public details about him are limited.
  • C. Jerry Ferrara
    Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
  • D. Steve Ferrone
    Steve Ferrone is an English drummer best known for his long tenure with Tom Petty and the Heartbreakers as well as his extensive work as a session and touring musician.
  • E. 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.
  • 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: Max Ferraro
Triple: [Penelope Alvarez, loveInterest, Max Ferraro]
Generated description
Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Ferraro
Target entity description: Max Ferraro is a recurring character on the sitcom "One Day at a Time," known as a charming EMT and the on-and-off romantic partner of Penelope Alvarez.
  • A. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • B. Marc Ferraro
    Marc Ferraro is an individual notable enough to be recognized as a namesake of the surname Ferraro, though specific widely known public details about him are limited.
  • C. Jerry Ferrara
    Jerry Ferrara is an American actor best known for playing Turtle on the HBO series "Entourage" and for roles in films such as "Think Like a Man."
  • D. Steve Ferrone
    Steve Ferrone is an English drummer best known for his long tenure with Tom Petty and the Heartbreakers as well as his extensive work as a session and touring musician.
  • E. 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.
  • 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_69ca82abaffc8190ab8af79cdbc31ab3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df0f4bc8190ae87586972018085 completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccecb951e8819095679598ec3a1714 completed April 1, 2026, 10 a.m.
NEDg Description generation batch_69ccf0982f4481908e2a59424fdf470f completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd051913708190a83f925cf0cbbaa1 completed April 1, 2026, 11:44 a.m.
Created at: March 30, 2026, 5:19 p.m.