Triple

T6162045
Position Surface form Disambiguated ID Type / Status
Subject Ella Enchanted E137464 entity
Predicate screenwriter P2831 FINISHED
Object Karen McCullah Lutz
Karen McCullah Lutz is an American screenwriter best known for co-writing popular romantic comedies such as "10 Things I Hate About You," "Legally Blonde," and "The House Bunny."
 E602839 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: Karen McCullah Lutz | Statement: [Ella Enchanted, screenwriter, Karen McCullah Lutz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karen McCullah Lutz
Context triple: [Ella Enchanted, screenwriter, Karen McCullah Lutz]
  • A. Amy Eshleman
    Amy Eshleman is an American former public librarian and education advocate best known as the wife of former Chicago mayor Lori Lightfoot.
  • B. Nancy Eldredge
    Nancy Eldredge is the central character in Mary Higgins Clark’s suspense novel "Where Are the Children?", a woman haunted by a tragic past and thrust into a new nightmare when her children mysteriously disappear.
  • C. Julie B. Platt
    Julie B. Platt is an American philanthropist and Jewish community leader known for her extensive involvement in educational and cultural organizations.
  • D. Deborah Koons
    Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
  • E. Amy E. Duddleston
    Amy E. Duddleston is an American film editor known for her work on major studio features and acclaimed television series.
  • 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: Karen McCullah Lutz
Triple: [Ella Enchanted, screenwriter, Karen McCullah Lutz]
Generated description
Karen McCullah Lutz is an American screenwriter best known for co-writing popular romantic comedies such as "10 Things I Hate About You," "Legally Blonde," and "The House Bunny."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karen McCullah Lutz
Target entity description: Karen McCullah Lutz is an American screenwriter best known for co-writing popular romantic comedies such as "10 Things I Hate About You," "Legally Blonde," and "The House Bunny."
  • A. Amy Eshleman
    Amy Eshleman is an American former public librarian and education advocate best known as the wife of former Chicago mayor Lori Lightfoot.
  • B. Nancy Eldredge
    Nancy Eldredge is the central character in Mary Higgins Clark’s suspense novel "Where Are the Children?", a woman haunted by a tragic past and thrust into a new nightmare when her children mysteriously disappear.
  • C. Julie B. Platt
    Julie B. Platt is an American philanthropist and Jewish community leader known for her extensive involvement in educational and cultural organizations.
  • D. Deborah Koons
    Deborah Koons is an American documentary filmmaker and environmental activist best known for her marriage to Grateful Dead frontman Jerry Garcia.
  • E. Amy E. Duddleston
    Amy E. Duddleston is an American film editor known for her work on major studio features and acclaimed television series.
  • 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_69c008a54fc88190b6ce4416490ca79d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d371484819090c18b62b095b49e completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d4fdd7288190bb9aef680beb906d completed March 27, 2026, 7:05 p.m.
NEDg Description generation batch_69c6d622831c8190b09b8539e36afb7c completed March 27, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69c6d6b00ebc8190b893b3e209bf07c0 completed March 27, 2026, 7:12 p.m.
Created at: March 22, 2026, 4:17 p.m.