Triple

T19755120
Position Surface form Disambiguated ID Type / Status
Subject Seveneves E474481 entity
Predicate featuresCharacter P626 FINISHED
Object Aïda Ferrari
Aïda Ferrari is a character in Neal Stephenson’s science fiction novel "Seveneves," known for her controversial and disruptive influence on the fragile post-apocalyptic human society.
E1396992 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: Aïda Ferrari | Statement: [Seveneves, featuresCharacter, Aïda Ferrari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aïda Ferrari
Context triple: [Seveneves, featuresCharacter, Aïda Ferrari]
  • A. Maria Ferrari
    Maria Ferrari is known as the spouse of Australian film director Phillip Noyce.
  • B. Daniela Ferrari
    Daniela Ferrari is known as the wife of Italian politician Pier Luigi Bersani, a prominent figure in Italy’s center-left politics.
  • C. Daniela Farinacci
    Daniela Farinacci is an Australian actress known for her work in film, television, and theatre, including a notable role in the acclaimed drama "Lantana."
  • D. Elise Doganieri
    Elise Doganieri is an American television producer and writer best known as the co-creator and executive producer of the reality competition series "The Amazing Race."
  • E. Margareta Guazzi
    Margareta Guazzi was the wife of the prominent 18th-century Neoclassical painter Anton Raphael Mengs.
  • 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: Aïda Ferrari
Triple: [Seveneves, featuresCharacter, Aïda Ferrari]
Generated description
Aïda Ferrari is a character in Neal Stephenson’s science fiction novel "Seveneves," known for her controversial and disruptive influence on the fragile post-apocalyptic human society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aïda Ferrari
Target entity description: Aïda Ferrari is a character in Neal Stephenson’s science fiction novel "Seveneves," known for her controversial and disruptive influence on the fragile post-apocalyptic human society.
  • A. Maria Ferrari
    Maria Ferrari is known as the spouse of Australian film director Phillip Noyce.
  • B. Daniela Ferrari
    Daniela Ferrari is known as the wife of Italian politician Pier Luigi Bersani, a prominent figure in Italy’s center-left politics.
  • C. Daniela Farinacci
    Daniela Farinacci is an Australian actress known for her work in film, television, and theatre, including a notable role in the acclaimed drama "Lantana."
  • D. Elise Doganieri
    Elise Doganieri is an American television producer and writer best known as the co-creator and executive producer of the reality competition series "The Amazing Race."
  • E. Margareta Guazzi
    Margareta Guazzi was the wife of the prominent 18th-century Neoclassical painter Anton Raphael Mengs.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6529dada081909c5b4d65247c6032 completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccbdee5081908b812d4ec6a532d8 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07cf1c9d7c81908d799c9288aba819 completed May 16, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a07cf77875481908196a66181efaf25 completed May 16, 2026, 1:59 a.m.
Created at: April 10, 2026, 1:48 p.m.