Triple

T20241968
Position Surface form Disambiguated ID Type / Status
Subject Dr. Quinn, Medicine Woman E498317 entity
Predicate starring P1507 FINISHED
Object Michelle Bonilla
Michelle Bonilla is an American actress known for her work in television and film, including roles on popular series such as ER and The Closer.
E1462820 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: Michelle Bonilla | Statement: [Dr. Quinn, Medicine Woman, starring, Michelle Bonilla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle Bonilla
Context triple: [Dr. Quinn, Medicine Woman, starring, Michelle Bonilla]
  • A. Marisabel Rodríguez
    Marisabel Rodríguez is a Venezuelan journalist and former First Lady of Venezuela, known for her marriage to President Hugo Chávez and her involvement in the country’s political and social life during his early years in power.
  • B. Cristina Villanueva
    Cristina Villanueva is known as the wife of Eraño G. Manalo, the late Executive Minister of the Iglesia ni Cristo, a major Philippine-based Christian church.
  • C. Paulina Dávila
    Paulina Dávila is a Colombian actress known for her work in Latin American film and television, including prominent roles in biographical and dramatic series.
  • D. Mónica Burgos
    Mónica Burgos was a Brazilian-born restaurant owner whose high-profile 2010 murder in Mexico drew international media attention, particularly due to the involvement of her husband, television producer Bruce Beresford-Redman.
  • E. Elena Montero
    Elena Montero is a central heroine in the film "The Mask of Zorro," known for her spirited personality, skilled swordsmanship, and complex ties to both Zorro and the story’s main antagonist.
  • 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: Michelle Bonilla
Triple: [Dr. Quinn, Medicine Woman, starring, Michelle Bonilla]
Generated description
Michelle Bonilla is an American actress known for her work in television and film, including roles on popular series such as ER and The Closer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle Bonilla
Target entity description: Michelle Bonilla is an American actress known for her work in television and film, including roles on popular series such as ER and The Closer.
  • A. Marisabel Rodríguez
    Marisabel Rodríguez is a Venezuelan journalist and former First Lady of Venezuela, known for her marriage to President Hugo Chávez and her involvement in the country’s political and social life during his early years in power.
  • B. Cristina Villanueva
    Cristina Villanueva is known as the wife of Eraño G. Manalo, the late Executive Minister of the Iglesia ni Cristo, a major Philippine-based Christian church.
  • C. Paulina Dávila
    Paulina Dávila is a Colombian actress known for her work in Latin American film and television, including prominent roles in biographical and dramatic series.
  • D. Mónica Burgos
    Mónica Burgos was a Brazilian-born restaurant owner whose high-profile 2010 murder in Mexico drew international media attention, particularly due to the involvement of her husband, television producer Bruce Beresford-Redman.
  • E. Elena Montero
    Elena Montero is a central heroine in the film "The Mask of Zorro," known for her spirited personality, skilled swordsmanship, and complex ties to both Zorro and the story’s main antagonist.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716f9d248190a145f6883827ebbe completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a093b3c527c8190a7f3da5b71ca5e51 completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a09410a09248190a1d96da0c04ce2a7 completed May 17, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_6a09429e1c5c8190b0778b963f1446e6 completed May 17, 2026, 4:22 a.m.
Created at: April 11, 2026, 11:40 p.m.