Triple

T6954346
Position Surface form Disambiguated ID Type / Status
Subject Before I Fall E161204 entity
Predicate screenwriter P2831 FINISHED
Object Maria Maggenti
Maria Maggenti is an American screenwriter and director best known for her work on independent films such as "The Incredibly True Adventure of Two Girls in Love" and for writing the screenplay for the teen drama "Before I Fall."
E654928 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: Maria Maggenti | Statement: [Before I Fall, screenwriter, Maria Maggenti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maria Maggenti
Context triple: [Before I Fall, screenwriter, Maria Maggenti]
  • A. 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.
  • B. Maria Colacurcio
    Maria Colacurcio is an American technology executive and entrepreneur best known as a co-founder of Smartsheet and for her leadership roles in data-driven workplace equity and HR tech companies.
  • C. Maggie Renzi
    Maggie Renzi is an American film producer and actress best known for her long-time collaboration with independent filmmaker John Sayles on numerous critically acclaimed movies.
  • D. Maria Scicolone
    Maria Scicolone is an Italian television personality, author, and singer, also known as the younger sister of actress Sophia Loren.
  • E. 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."
  • 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: Maria Maggenti
Triple: [Before I Fall, screenwriter, Maria Maggenti]
Generated description
Maria Maggenti is an American screenwriter and director best known for her work on independent films such as "The Incredibly True Adventure of Two Girls in Love" and for writing the screenplay for the teen drama "Before I Fall."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maria Maggenti
Target entity description: Maria Maggenti is an American screenwriter and director best known for her work on independent films such as "The Incredibly True Adventure of Two Girls in Love" and for writing the screenplay for the teen drama "Before I Fall."
  • A. 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.
  • B. Maria Colacurcio
    Maria Colacurcio is an American technology executive and entrepreneur best known as a co-founder of Smartsheet and for her leadership roles in data-driven workplace equity and HR tech companies.
  • C. Maggie Renzi
    Maggie Renzi is an American film producer and actress best known for her long-time collaboration with independent filmmaker John Sayles on numerous critically acclaimed movies.
  • D. Maria Scicolone
    Maria Scicolone is an Italian television personality, author, and singer, also known as the younger sister of actress Sophia Loren.
  • E. 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."
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e50580c08190aa737043ad7520a0 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e6aab6548190b50202944f69c800 completed March 28, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7e6f9997081908e1768bc22c5dd48 completed March 28, 2026, 2:34 p.m.
Created at: March 27, 2026, 2:29 p.m.