Triple

T20702674
Position Surface form Disambiguated ID Type / Status
Subject Due South E508821 entity
Predicate starring P1507 FINISHED
Object Ramona Milano
Ramona Milano is a Canadian actress best known for her role as Francesca Vecchio on the television series "Due South."
E1451549 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: Ramona Milano | Statement: [Due South, starring, Ramona Milano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ramona Milano
Context triple: [Due South, starring, Ramona Milano]
  • A. Romilda Villani
    Romilda Villani was an Italian actress and the mother of film star Sophia Loren and author Maria Scicolone.
  • B. Ruby Rossi
    Ruby Rossi is the teenage daughter of a deaf family and the musically gifted protagonist of the film "CODA," who struggles to balance her responsibilities at home with her aspirations to become a singer.
  • C. Francesca Marzano
    Francesca Marzano was a noblewoman of the Italian aristocracy, known primarily as the mother of Leonardo II Tocco, a prominent 15th-century ruler in the Ionian region.
  • D. Maria Bellonci
    Maria Bellonci was an Italian writer and biographer renowned for her historical novels and for promoting contemporary literature in Italy.
  • E. Linda Marchiano
    Linda Marchiano, better known by her stage name Linda Lovelace, was an American pornographic film actress who became internationally famous for her role in the 1972 film "Deep Throat" and later a prominent anti-pornography activist.
  • 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: Ramona Milano
Triple: [Due South, starring, Ramona Milano]
Generated description
Ramona Milano is a Canadian actress best known for her role as Francesca Vecchio on the television series "Due South."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ramona Milano
Target entity description: Ramona Milano is a Canadian actress best known for her role as Francesca Vecchio on the television series "Due South."
  • A. Romilda Villani
    Romilda Villani was an Italian actress and the mother of film star Sophia Loren and author Maria Scicolone.
  • B. Ruby Rossi
    Ruby Rossi is the teenage daughter of a deaf family and the musically gifted protagonist of the film "CODA," who struggles to balance her responsibilities at home with her aspirations to become a singer.
  • C. Francesca Marzano
    Francesca Marzano was a noblewoman of the Italian aristocracy, known primarily as the mother of Leonardo II Tocco, a prominent 15th-century ruler in the Ionian region.
  • D. Maria Bellonci
    Maria Bellonci was an Italian writer and biographer renowned for her historical novels and for promoting contemporary literature in Italy.
  • E. Linda Marchiano
    Linda Marchiano, better known by her stage name Linda Lovelace, was an American pornographic film actress who became internationally famous for her role in the 1972 film "Deep Throat" and later a prominent anti-pornography activist.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c18cb9cc819095d0669dca037424 completed April 21, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8a92ec48190ba4d373af6e1e348 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f9deb9248190af178b5c28728e00 completed May 16, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa80202c8190929f8f1b47d6fae4 completed May 16, 2026, 11:15 p.m.
Created at: April 16, 2026, 12:13 p.m.