Triple

T16875228
Position Surface form Disambiguated ID Type / Status
Subject Joseph Stefano E421280 entity
Predicate spouse P13 FINISHED
Object Marilyn Stefano
Marilyn Stefano is known as the wife of American screenwriter and producer Joseph Stefano, who co-wrote the screenplay for Alfred Hitchcock's film "Psycho."
 E1276638 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: Marilyn Stefano | Statement: [Joseph Stefano, spouse, Marilyn Stefano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marilyn Stefano
Context triple: [Joseph Stefano, spouse, Marilyn Stefano]
  • A. Deanna Piatelli
    Deanna Piatelli is known as the spouse of Jack Dempsey.
  • B. 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."
  • C. Vicki Sirotta
    Vicki Sirotta is a film producer best known for her work on the horror-thriller movie "The Prophecy."
  • D. Linda Moretti
    Linda Moretti is an actress best known for her role in the acclaimed Italian film "Il Postino" ("The Postman").
  • E. Elaine Nardo
    Elaine Nardo is a central character on the classic American sitcom "Taxi," portrayed as a single mother working as a part-time cab driver while pursuing a better life.
  • 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: Marilyn Stefano
Triple: [Joseph Stefano, spouse, Marilyn Stefano]
Generated description
Marilyn Stefano is known as the wife of American screenwriter and producer Joseph Stefano, who co-wrote the screenplay for Alfred Hitchcock's film "Psycho."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marilyn Stefano
Target entity description: Marilyn Stefano is known as the wife of American screenwriter and producer Joseph Stefano, who co-wrote the screenplay for Alfred Hitchcock's film "Psycho."
  • A. Deanna Piatelli
    Deanna Piatelli is known as the spouse of Jack Dempsey.
  • B. 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."
  • C. Vicki Sirotta
    Vicki Sirotta is a film producer best known for her work on the horror-thriller movie "The Prophecy."
  • D. Linda Moretti
    Linda Moretti is an actress best known for her role in the acclaimed Italian film "Il Postino" ("The Postman").
  • E. Elaine Nardo
    Elaine Nardo is a central character on the classic American sitcom "Taxi," portrayed as a single mother working as a part-time cab driver while pursuing a better life.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f646308190b5e277b5f51cd315 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddcf76fc81908b455c570e12d4d8 completed May 11, 2026, 1:46 p.m.
NEDg Description generation batch_6a01df83eae88190b8203169c73affb1 completed May 11, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a01dfbfc47881908fc933be12de619d completed May 11, 2026, 1:55 p.m.
Created at: April 10, 2026, 5:29 a.m.