Triple

T7125551
Position Surface form Disambiguated ID Type / Status
Subject Linda Lovelace E166049 entity
Predicate alsoKnownAs P39 FINISHED
Object 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.
E662687 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: Linda Marchiano | Statement: [Linda Lovelace, alsoKnownAs, Linda Marchiano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linda Marchiano
Context triple: [Linda Lovelace, alsoKnownAs, Linda Marchiano]
  • A. 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."
  • B. Joanne Minardi
    Joanne Minardi is the longtime wife of basketball coach Rick Pitino, known for her involvement in charitable and community activities connected to his coaching career.
  • C. Carla Tortelli
    Carla Tortelli is a sharp-tongued, tough, and fiercely loyal waitress on the classic American sitcom "Cheers."
  • D. Linda Giuva
    Linda Giuva is an Italian archivist and academic known for her work in archival science and for being married to former Italian Prime Minister Massimo D'Alema.
  • E. Donna Pinciotti
    Donna Pinciotti is a smart, outspoken, and independent teenager from Point Place, Wisconsin, best known as Eric Forman’s longtime love interest and neighbor in the sitcom "That '70s Show."
  • 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: Linda Marchiano
Triple: [Linda Lovelace, alsoKnownAs, Linda Marchiano]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linda Marchiano
Target entity description: 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.
  • A. 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."
  • B. Joanne Minardi
    Joanne Minardi is the longtime wife of basketball coach Rick Pitino, known for her involvement in charitable and community activities connected to his coaching career.
  • C. Carla Tortelli
    Carla Tortelli is a sharp-tongued, tough, and fiercely loyal waitress on the classic American sitcom "Cheers."
  • D. Linda Giuva
    Linda Giuva is an Italian archivist and academic known for her work in archival science and for being married to former Italian Prime Minister Massimo D'Alema.
  • E. Donna Pinciotti
    Donna Pinciotti is a smart, outspoken, and independent teenager from Point Place, Wisconsin, best known as Eric Forman’s longtime love interest and neighbor in the sitcom "That '70s Show."
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e64d99888190a93c1822e19b5457 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81eaa62dc8190b6a3d39ee3e1f3a5 completed March 28, 2026, 6:32 p.m.
NEDg Description generation batch_69c81f9b565881909bebcc3112037f52 completed March 28, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8207912f4819086e99ed441bee805 completed March 28, 2026, 6:39 p.m.
Created at: March 27, 2026, 2:44 p.m.