Triple

T2232621
Position Surface form Disambiguated ID Type / Status
Subject George Lopez E49202 entity
Predicate spouse P13 FINISHED
Object Ann Serrano
Ann Serrano is an American producer and actress best known for her work behind the scenes in television and for her former marriage to comedian and actor George Lopez.
E267915 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: Ann Serrano | Statement: [George Lopez, spouse, Ann Serrano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ann Serrano
Context triple: [George Lopez, spouse, Ann Serrano]
  • A. Felicia Montealegre
    Felicia Montealegre was a Chilean-Costa Rican actress and social activist best known as the wife of American composer and conductor Leonard Bernstein.
  • B. Marsha Garces
    Marsha Garces is an American film producer and philanthropist best known for her work on projects like "Mrs. Doubtfire" and for her long marriage to actor and comedian Robin Williams.
  • C. Yvette Prieto
    Yvette Prieto is a Cuban-American former model best known for being married to NBA legend Michael Jordan.
  • D. Nora Martinez
    Nora Martinez is a brilliant epidemiologist and key member of the CDC team battling a vampiric plague in the horror television series "The Strain."
  • E. Jeanette Núñez
    Jeanette Núñez is an American politician and member of the Republican Party who has served in Florida state government, including leadership roles in the state legislature.
  • 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: Ann Serrano
Triple: [George Lopez, spouse, Ann Serrano]
Generated description
Ann Serrano is an American producer and actress best known for her work behind the scenes in television and for her former marriage to comedian and actor George Lopez.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ann Serrano
Target entity description: Ann Serrano is an American producer and actress best known for her work behind the scenes in television and for her former marriage to comedian and actor George Lopez.
  • A. Felicia Montealegre
    Felicia Montealegre was a Chilean-Costa Rican actress and social activist best known as the wife of American composer and conductor Leonard Bernstein.
  • B. Marsha Garces
    Marsha Garces is an American film producer and philanthropist best known for her work on projects like "Mrs. Doubtfire" and for her long marriage to actor and comedian Robin Williams.
  • C. Yvette Prieto
    Yvette Prieto is a Cuban-American former model best known for being married to NBA legend Michael Jordan.
  • D. Nora Martinez
    Nora Martinez is a brilliant epidemiologist and key member of the CDC team battling a vampiric plague in the horror television series "The Strain."
  • E. Jeanette Núñez
    Jeanette Núñez is an American politician and member of the Republican Party who has served in Florida state government, including leadership roles in the state legislature.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc06d26bc8190a85ddb6312d2df08 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef085c9f48190a9adfff98c30f4f5 completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef4301658819089163e8a4c640c01 completed March 9, 2026, 4:24 p.m.
NED2 Entity disambiguation (via description) batch_69aef817f22481908a5fdcb46fa095d2 completed March 9, 2026, 4:40 p.m.
Created at: March 4, 2026, 7:47 p.m.