Triple

T15595784
Position Surface form Disambiguated ID Type / Status
Subject Martika E374887 entity
Predicate birthName P65 FINISHED
Object Marta Marrero
Marta Marrero, better known by her stage name Martika, is an American singer and actress famous for her late-1980s pop hits like "Toy Soldiers" and her role on the television series "Kids Incorporated."
E1269547 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: Marta Marrero | Statement: [Martika, birthName, Marta Marrero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marta Marrero
Context triple: [Martika, birthName, Marta Marrero]
  • A. Marta Navarro
    Marta Navarro is a personal name that may refer to multiple individuals across different fields, such as sports, arts, or public life, rather than a single widely recognized figure.
  • B. Cristina Banegas
    Cristina Banegas is an acclaimed Argentine actress and director recognized internationally for her powerful performances in film, television, and theater.
  • C. Mariola Fuentes
    Mariola Fuentes is a Spanish actress known for her character roles in films and television, particularly in the works of director Pedro Almodóvar.
  • D. Miriam Gómez
    Miriam Gómez is a Cuban actress and writer best known as the longtime partner and literary collaborator of novelist Guillermo Cabrera Infante.
  • E. Marta García
    Marta García is a Spanish given name and surname combination shared by several notable individuals, including athletes, journalists, and artists.
  • 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: Marta Marrero
Triple: [Martika, birthName, Marta Marrero]
Generated description
Marta Marrero, better known by her stage name Martika, is an American singer and actress famous for her late-1980s pop hits like "Toy Soldiers" and her role on the television series "Kids Incorporated."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marta Marrero
Target entity description: Marta Marrero, better known by her stage name Martika, is an American singer and actress famous for her late-1980s pop hits like "Toy Soldiers" and her role on the television series "Kids Incorporated."
  • A. Marta Navarro
    Marta Navarro is a personal name that may refer to multiple individuals across different fields, such as sports, arts, or public life, rather than a single widely recognized figure.
  • B. Cristina Banegas
    Cristina Banegas is an acclaimed Argentine actress and director recognized internationally for her powerful performances in film, television, and theater.
  • C. Mariola Fuentes
    Mariola Fuentes is a Spanish actress known for her character roles in films and television, particularly in the works of director Pedro Almodóvar.
  • D. Miriam Gómez
    Miriam Gómez is a Cuban actress and writer best known as the longtime partner and literary collaborator of novelist Guillermo Cabrera Infante.
  • E. Marta García
    Marta García is a Spanish given name and surname combination shared by several notable individuals, including athletes, journalists, and artists.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e5f9db8819083abf80f01f32b3d completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01afd6121081908345fe7dd941c780 completed May 11, 2026, 10:30 a.m.
NEDg Description generation batch_6a01b259ba9c8190878946190ff21e7d completed May 11, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_6a01b2cf4e608190ae1d40ee5b7cc427 completed May 11, 2026, 10:43 a.m.
Created at: April 10, 2026, 4:12 a.m.