Triple

T991548
Position Surface form Disambiguated ID Type / Status
Subject Johnny Cash E21401 entity
Predicate spouse P13 FINISHED
Object Vivian Liberto
Vivian Liberto was the first wife of country music legend Johnny Cash, known for her memoir about their marriage and for the later public attention to her Italian and African ancestry.
 E155527 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: Vivian Liberto | Statement: [Johnny Cash, spouse, Vivian Liberto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vivian Liberto
Context triple: [Johnny Cash, spouse, Vivian Liberto]
  • A. Donna Gigliotti
    Donna Gigliotti is an Academy Award–winning American film producer known for acclaimed works such as "Shakespeare in Love" and "Silver Linings Playbook."
  • B. Gina Ruberti
    Gina Ruberti was the wife of Bruno Mussolini, the son of Italian dictator Benito Mussolini.
  • C. Melissa Agretti
    Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
  • D. Denise Di Novi
    Denise Di Novi is an American film producer known for her work on numerous popular films, including several Tim Burton projects and acclaimed literary adaptations.
  • E. Marcia Reale
    Marcia Reale was the royal anthem of the Kingdom of Italy, closely associated with the Italian monarchy and official state ceremonies before the republic was established.
  • 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: Vivian Liberto
Triple: [Johnny Cash, spouse, Vivian Liberto]
Generated description
Vivian Liberto was the first wife of country music legend Johnny Cash, known for her memoir about their marriage and for the later public attention to her Italian and African ancestry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vivian Liberto
Target entity description: Vivian Liberto was the first wife of country music legend Johnny Cash, known for her memoir about their marriage and for the later public attention to her Italian and African ancestry.
  • A. Donna Gigliotti
    Donna Gigliotti is an Academy Award–winning American film producer known for acclaimed works such as "Shakespeare in Love" and "Silver Linings Playbook."
  • B. Gina Ruberti
    Gina Ruberti was the wife of Bruno Mussolini, the son of Italian dictator Benito Mussolini.
  • C. Melissa Agretti
    Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
  • D. Denise Di Novi
    Denise Di Novi is an American film producer known for her work on numerous popular films, including several Tim Burton projects and acclaimed literary adaptations.
  • E. Marcia Reale
    Marcia Reale was the royal anthem of the Kingdom of Italy, closely associated with the Italian monarchy and official state ceremonies before the republic was established.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c25e5081909ff1ada6b8bf617a completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce53fd1c81909b3715231ad09b91 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accef1f294819093f463001ae8796b completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accf59a4e48190bfe11b97c4d33913 completed March 8, 2026, 1:22 a.m.
Created at: March 1, 2026, 7:41 p.m.