Triple

T23052624
Position Surface form Disambiguated ID Type / Status
Subject Danica McKellar E574060 entity
Predicate authorOf P4244 FINISHED
Object Girls Get Curves: Geometry Takes Shape
"Girls Get Curves: Geometry Takes Shape" is an accessible, teen-focused math book that uses a friendly, confidence-building approach to teach high school geometry concepts.
E1568561 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: Girls Get Curves: Geometry Takes Shape | Statement: [Danica McKellar, authorOf, Girls Get Curves: Geometry Takes Shape]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Girls Get Curves: Geometry Takes Shape
Context triple: [Danica McKellar, authorOf, Girls Get Curves: Geometry Takes Shape]
  • A. It's Different for Girls
    "It's Different for Girls" is a 1979 new wave/pop song by English musician Joe Jackson, known for its gender role–subverting lyrics and status as one of his biggest early hits.
  • B. Different for Girls
    Different for Girls is a 1996 British romantic comedy-drama film that explores gender identity and an evolving relationship between two former schoolmates, one of whom is a transgender woman.
  • C. Three Smart Girls
    Three Smart Girls is a 1936 American musical comedy film that helped launch Deanna Durbin to stardom and played a key role in revitalizing Universal Pictures’ fortunes.
  • D. For the Girls
    For the Girls is a studio album by Kristin Chenoweth that pays tribute to iconic female singers and their classic songs.
  • E. Girls on the Verge
    Girls on the Verge is a nonfiction book by Vendela Vida that explores the experiences and cultural pressures faced by young American women at the turn of the 21st century.
  • 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: Girls Get Curves: Geometry Takes Shape
Triple: [Danica McKellar, authorOf, Girls Get Curves: Geometry Takes Shape]
Generated description
"Girls Get Curves: Geometry Takes Shape" is an accessible, teen-focused math book that uses a friendly, confidence-building approach to teach high school geometry concepts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Girls Get Curves: Geometry Takes Shape
Target entity description: "Girls Get Curves: Geometry Takes Shape" is an accessible, teen-focused math book that uses a friendly, confidence-building approach to teach high school geometry concepts.
  • A. It's Different for Girls
    "It's Different for Girls" is a 1979 new wave/pop song by English musician Joe Jackson, known for its gender role–subverting lyrics and status as one of his biggest early hits.
  • B. Different for Girls
    Different for Girls is a 1996 British romantic comedy-drama film that explores gender identity and an evolving relationship between two former schoolmates, one of whom is a transgender woman.
  • C. Three Smart Girls
    Three Smart Girls is a 1936 American musical comedy film that helped launch Deanna Durbin to stardom and played a key role in revitalizing Universal Pictures’ fortunes.
  • D. For the Girls
    For the Girls is a studio album by Kristin Chenoweth that pays tribute to iconic female singers and their classic songs.
  • E. Girls on the Verge
    Girls on the Verge is a nonfiction book by Vendela Vida that explores the experiences and cultural pressures faced by young American women at the turn of the 21st century.
  • 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_69e245ba7ae48190be606dbc54120e39 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1867dfac48190bf300f85d2907854 completed April 29, 2026, 4:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ae036908190a6cdcb74e0d28f82 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0e2dd7908190afa879304ef3ed17 completed May 19, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0eaa7f8c81908110341d34d92537 completed May 19, 2026, 7:18 a.m.
Created at: April 17, 2026, 3:54 p.m.