Triple

T499217
Position Surface form Disambiguated ID Type / Status
Subject Shakespeare in Love E10362 entity
Predicate producer P490 FINISHED
Object 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."
E89134 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: Donna Gigliotti | Statement: [Shakespeare in Love, producer, Donna Gigliotti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donna Gigliotti
Context triple: [Shakespeare in Love, producer, Donna Gigliotti]
  • A. Teresa Capone
    Teresa Capone was the mother of notorious American gangster Al Capone and a key figure in his Italian immigrant family background.
  • B. Maggie Gioberti
    Maggie Gioberti is a central character on the 1980s American prime-time soap opera "Falcon Crest," known as a strong-willed journalist and the wife of vineyard heir Chase Gioberti.
  • C. Annita Baldo
    Annita Baldo was the first wife of renowned Brazilian architect Oscar Niemeyer, with whom he shared a long marriage before her death.
  • D. Margaret Cuomo
    Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
  • E. Julie Soriero
    Julie Soriero is a collegiate athletics administrator best known for serving as the Director of Athletics at the Massachusetts Institute of Technology (MIT).
  • 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: Donna Gigliotti
Triple: [Shakespeare in Love, producer, Donna Gigliotti]
Generated description
Donna Gigliotti is an Academy Award–winning American film producer known for acclaimed works such as "Shakespeare in Love" and "Silver Linings Playbook."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donna Gigliotti
Target entity description: Donna Gigliotti is an Academy Award–winning American film producer known for acclaimed works such as "Shakespeare in Love" and "Silver Linings Playbook."
  • A. Teresa Capone
    Teresa Capone was the mother of notorious American gangster Al Capone and a key figure in his Italian immigrant family background.
  • B. Maggie Gioberti
    Maggie Gioberti is a central character on the 1980s American prime-time soap opera "Falcon Crest," known as a strong-willed journalist and the wife of vineyard heir Chase Gioberti.
  • C. Annita Baldo
    Annita Baldo was the first wife of renowned Brazilian architect Oscar Niemeyer, with whom he shared a long marriage before her death.
  • D. Margaret Cuomo
    Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
  • E. Julie Soriero
    Julie Soriero is a collegiate athletics administrator best known for serving as the Director of Athletics at the Massachusetts Institute of Technology (MIT).
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f119b14c8190a5a6b119579c2682 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654ced04c819083e3cf2e44079341 completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a658db60508190b9a0f515ac2b420a completed March 3, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69a65949616c8190857c6c8053446eb4 completed March 3, 2026, 3:45 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.