Triple

T9060511
Position Surface form Disambiguated ID Type / Status
Subject The Corrections E217108 entity
Predicate mainCharacter P1183 FINISHED
Object Denise Lambert
Denise Lambert is one of the central members of the dysfunctional Midwestern family in Jonathan Franzen’s novel *The Corrections*, whose personal struggles and relationships help drive the book’s exploration of contemporary American life.
E774551 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: Denise Lambert | Statement: [The Corrections, mainCharacter, Denise Lambert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denise Lambert
Context triple: [The Corrections, mainCharacter, Denise Lambert]
  • A. Denise Robert
    Denise Robert is a Canadian film producer known for her work on acclaimed Quebec cinema, including collaborations with director Denys Arcand.
  • B. Denise Lewis
    Denise Lewis is a retired British heptathlete and Olympic gold medallist, widely regarded as one of Great Britain’s most successful track and field athletes.
  • C. Denise Mara
    Denise Mara is the wife of New York Giants co-owner John Mara and a member of the prominent Mara family associated with the NFL franchise.
  • D. Denise Dowse
    Denise Dowse was an American actress and director known for her supporting roles in film and television, including notable appearances on "Beverly Hills, 90210" and "Insecure."
  • E. Diane Lester
    Diane Lester is a key character in the financial thriller film "Money Monster," serving as a corporate communications chief entangled in the unfolding live-broadcast crisis.
  • 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: Denise Lambert
Triple: [The Corrections, mainCharacter, Denise Lambert]
Generated description
Denise Lambert is one of the central members of the dysfunctional Midwestern family in Jonathan Franzen’s novel *The Corrections*, whose personal struggles and relationships help drive the book’s exploration of contemporary American life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denise Lambert
Target entity description: Denise Lambert is one of the central members of the dysfunctional Midwestern family in Jonathan Franzen’s novel *The Corrections*, whose personal struggles and relationships help drive the book’s exploration of contemporary American life.
  • A. Denise Robert
    Denise Robert is a Canadian film producer known for her work on acclaimed Quebec cinema, including collaborations with director Denys Arcand.
  • B. Denise Lewis
    Denise Lewis is a retired British heptathlete and Olympic gold medallist, widely regarded as one of Great Britain’s most successful track and field athletes.
  • C. Denise Mara
    Denise Mara is the wife of New York Giants co-owner John Mara and a member of the prominent Mara family associated with the NFL franchise.
  • D. Denise Dowse
    Denise Dowse was an American actress and director known for her supporting roles in film and television, including notable appearances on "Beverly Hills, 90210" and "Insecure."
  • E. Diane Lester
    Diane Lester is a key character in the financial thriller film "Money Monster," serving as a corporate communications chief entangled in the unfolding live-broadcast crisis.
  • 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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7eca6d8c8190b1a11a60d6649f78 completed April 1, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebf4b9348190a7f01c64098c25f7 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfedeb1a648190974b579109bdde3b completed April 3, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_69cfee5ef8208190a129df4fa49037a0 completed April 3, 2026, 4:44 p.m.
Created at: March 30, 2026, 7:10 p.m.