Triple

T13695087
Position Surface form Disambiguated ID Type / Status
Subject A Million Little Things E328362 entity
Predicate mainCastMember P5563 FINISHED
Object Christina Ochoa
Christina Ochoa is a Spanish actress and science communicator known for her roles in television series such as "A Million Little Things," "Animal Kingdom," and "Blood Drive."
 E1059466 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: Christina Ochoa | Statement: [A Million Little Things, mainCastMember, Christina Ochoa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Christina Ochoa
Context triple: [A Million Little Things, mainCastMember, Christina Ochoa]
  • A. Emily Cisneros
    Emily Cisneros was the second wife of American character actor John Carradine, known primarily in relation to his life and career.
  • B. Marisa Ramirez
    Marisa Ramirez is an American actress best known for her role as Detective Maria Baez on the television series "Blue Bloods."
  • C. Lisa Benavides
    Lisa Benavides is an American actress known for her work in independent films and as the wife of actor-director Tim Blake Nelson.
  • D. Roselyn Sánchez
    Roselyn Sánchez is a Puerto Rican actress, singer, and model known for her roles in film and television, including the comedy "The Game Plan" and the series "Devious Maids."
  • E. Nadine Velazquez
    Nadine Velazquez is an American actress and model best known for her roles in the sitcom "My Name Is Earl" and the film "Flight."
  • 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: Christina Ochoa
Triple: [A Million Little Things, mainCastMember, Christina Ochoa]
Generated description
Christina Ochoa is a Spanish actress and science communicator known for her roles in television series such as "A Million Little Things," "Animal Kingdom," and "Blood Drive."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Christina Ochoa
Target entity description: Christina Ochoa is a Spanish actress and science communicator known for her roles in television series such as "A Million Little Things," "Animal Kingdom," and "Blood Drive."
  • A. Emily Cisneros
    Emily Cisneros was the second wife of American character actor John Carradine, known primarily in relation to his life and career.
  • B. Marisa Ramirez
    Marisa Ramirez is an American actress best known for her role as Detective Maria Baez on the television series "Blue Bloods."
  • C. Lisa Benavides
    Lisa Benavides is an American actress known for her work in independent films and as the wife of actor-director Tim Blake Nelson.
  • D. Roselyn Sánchez
    Roselyn Sánchez is a Puerto Rican actress, singer, and model known for her roles in film and television, including the comedy "The Game Plan" and the series "Devious Maids."
  • E. Nadine Velazquez
    Nadine Velazquez is an American actress and model best known for her roles in the sitcom "My Name Is Earl" and the film "Flight."
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8437af481909f91bb41bfdac53a completed May 3, 2026, 7:55 p.m.
NEDg Description generation batch_69f7a968c3508190b1a86accb71b34cf completed May 3, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 9:54 p.m.