Triple

T9228706
Position Surface form Disambiguated ID Type / Status
Subject Madeline Neroni E221755 entity
Predicate alsoKnownAs P39 FINISHED
Object Madeline Stanhope
Madeline Stanhope is a fictional character from Anthony Trollope’s novel "Barchester Towers," known for her beauty, manipulative charm, and scandalous reputation under her married name, Madeline Neroni.
E785127 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: Madeline Stanhope | Statement: [Madeline Neroni, alsoKnownAs, Madeline Stanhope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madeline Stanhope
Context triple: [Madeline Neroni, alsoKnownAs, Madeline Stanhope]
  • A. Madeleine Linscott
    Madeleine Linscott is a central, enigmatic femme fatale figure in James Ellroy’s noir crime novel "The Black Dahlia," deeply entangled in the investigation of the infamous murder.
  • B. Madeline Stavely
    Madeline Stavely is a central fictional character in Anthony Trollope’s novel "Orley Farm," around whom much of the story’s emotional and social drama revolves.
  • C. Mary Tuffley
    Mary Tuffley was the wife of English writer Daniel Defoe, known primarily through her marriage to the famed author of "Robinson Crusoe."
  • D. Mary Tuffley
    Mary Tuffley is an individual whose specific public background or notable achievements are not clearly documented in widely available sources.
  • E. Gertrude Lamfrom
    Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
  • 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: Madeline Stanhope
Triple: [Madeline Neroni, alsoKnownAs, Madeline Stanhope]
Generated description
Madeline Stanhope is a fictional character from Anthony Trollope’s novel "Barchester Towers," known for her beauty, manipulative charm, and scandalous reputation under her married name, Madeline Neroni.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madeline Stanhope
Target entity description: Madeline Stanhope is a fictional character from Anthony Trollope’s novel "Barchester Towers," known for her beauty, manipulative charm, and scandalous reputation under her married name, Madeline Neroni.
  • A. Madeleine Linscott
    Madeleine Linscott is a central, enigmatic femme fatale figure in James Ellroy’s noir crime novel "The Black Dahlia," deeply entangled in the investigation of the infamous murder.
  • B. Madeline Stavely
    Madeline Stavely is a central fictional character in Anthony Trollope’s novel "Orley Farm," around whom much of the story’s emotional and social drama revolves.
  • C. Mary Tuffley
    Mary Tuffley was the wife of English writer Daniel Defoe, known primarily through her marriage to the famed author of "Robinson Crusoe."
  • D. Mary Tuffley
    Mary Tuffley is an individual whose specific public background or notable achievements are not clearly documented in widely available sources.
  • E. Gertrude Lamfrom
    Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
  • 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccdaa1c5b4819081dac6713053a8ae completed April 1, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0666364608190b104425819ccedf1 completed April 4, 2026, 1:16 a.m.
NEDg Description generation batch_69d06772c0508190883b22974ec09155 completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d067cab3a4819086a464f36a8adb3a completed April 4, 2026, 1:22 a.m.
Created at: March 30, 2026, 7:29 p.m.