Triple

T8072591
Position Surface form Disambiguated ID Type / Status
Subject Elena Alvarez E188409 entity
Predicate hasStepParent P14092 FINISHED
Object Max Ferraro (stepfather, later seasons)
Max Ferraro is a recurring character on the sitcom "One Day at a Time," who becomes Elena Alvarez’s supportive stepfather in the later seasons of the series.
E710286 NE FINISHED

How this triple was built (5 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 (stepfather, later seasons) | Statement: [Elena Alvarez, hasStepParent, Max Ferraro (stepfather, later seasons)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Ferraro (stepfather, later seasons)
Context triple: [Elena Alvarez, hasStepParent, Max Ferraro (stepfather, later seasons)]
  • A. Michael "Meathead" Stivic
    Michael "Meathead" Stivic is the liberal, idealistic son-in-law of Archie Bunker on the classic American sitcom "All in the Family."
  • B. L. Garth Huxtable
    L. Garth Huxtable was an American industrial designer and architect known for his work on modern furniture and interiors, and as the husband and occasional collaborator of architecture critic Ada Louise Huxtable.
  • 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. Philip Mangano
    Philip Mangano was a high-ranking New York mobster in the early 20th century, known for his role in the Mangano crime family during the formative years of the American Mafia.
  • E. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • 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 (stepfather, later seasons)
Triple: [Elena Alvarez, hasStepParent, Max Ferraro (stepfather, later seasons)]
Generated description
Max Ferraro is a recurring character on the sitcom "One Day at a Time," who becomes Elena Alvarez’s supportive stepfather in the later seasons of the series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Ferraro (stepfather, later seasons)
Target entity description: Max Ferraro is a recurring character on the sitcom "One Day at a Time," who becomes Elena Alvarez’s supportive stepfather in the later seasons of the series.
  • A. Michael "Meathead" Stivic
    Michael "Meathead" Stivic is the liberal, idealistic son-in-law of Archie Bunker on the classic American sitcom "All in the Family."
  • B. L. Garth Huxtable
    L. Garth Huxtable was an American industrial designer and architect known for his work on modern furniture and interiors, and as the husband and occasional collaborator of architecture critic Ada Louise Huxtable.
  • 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. Philip Mangano
    Philip Mangano was a high-ranking New York mobster in the early 20th century, known for his role in the Mangano crime family during the formative years of the American Mafia.
  • E. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasStepParent
Context triple: [Elena Alvarez, hasStepParent, Max Ferraro (stepfather, later seasons)]
  • A. hasStepSibling
    Indicates that one person is the step-sibling of another, meaning they are related through the marriage of their parents rather than by blood or adoption.
  • B. hasStepchildren
    Indicates that one person has stepchildren, meaning children of their spouse or partner from a previous relationship.
  • C. hasStepFamily
    Indicates that one person is related to another as a member of a stepfamily, such as a stepparent, stepchild, or stepsibling, through marriage rather than blood or adoption.
  • D. stepParent chosen
    Indicates a parental relationship where an individual is the spouse or partner of a child's biological or adoptive parent but is not themselves a biological or adoptive parent of that child.
  • E. hasStep
    Indicates that one entity includes, is composed of, or is associated with a specific step or stage in a process involving another entity.
  • F. None of above.

Provenance (6 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40482200819086c639f64c01fbb5 completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63ecb04881909b1849dc4ef7c2bc completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
PD Predicate disambiguation batch_69cb049cd51c8190bb3b0f503e42fa8d completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:27 p.m.