Triple

T8163942
Position Surface form Disambiguated ID Type / Status
Subject Riverhead Books E190642 entity
Predicate publishesAuthor P59456 FINISHED
Object Elizabeth Gilbert
Elizabeth Gilbert is an American author best known for her memoir "Eat, Pray, Love," which became a worldwide bestseller and was adapted into a major motion picture.
 E715400 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: Elizabeth Gilbert | Statement: [Riverhead Books, publishesAuthor, Elizabeth Gilbert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Gilbert
Context triple: [Riverhead Books, publishesAuthor, Elizabeth Gilbert]
  • A. Anne Lamott
    Anne Lamott is an American novelist and nonfiction writer known for her candid, humorous explorations of faith, addiction, motherhood, and the writing life in books such as "Bird by Bird" and "Traveling Mercies."
  • B. Gretchen Sedaris
    Gretchen Sedaris is an American artist and painter best known as the younger sister of humorist and author David Sedaris.
  • C. Glennon Doyle
    Glennon Doyle is an American author, speaker, and activist best known for her memoirs "Untamed" and "Love Warrior" and for her work on feminism, sobriety, and personal empowerment.
  • D. Susan Orlean
    Susan Orlean is an American journalist and author best known for her narrative nonfiction works such as "The Orchid Thief," which inspired the film "Adaptation."
  • E. Lauren Weisberger
    Lauren Weisberger is an American novelist best known for writing the bestselling fashion-world satire "The Devil Wears Prada," which was adapted into a popular film.
  • 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: Elizabeth Gilbert
Triple: [Riverhead Books, publishesAuthor, Elizabeth Gilbert]
Generated description
Elizabeth Gilbert is an American author best known for her memoir "Eat, Pray, Love," which became a worldwide bestseller and was adapted into a major motion picture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Gilbert
Target entity description: Elizabeth Gilbert is an American author best known for her memoir "Eat, Pray, Love," which became a worldwide bestseller and was adapted into a major motion picture.
  • A. Anne Lamott
    Anne Lamott is an American novelist and nonfiction writer known for her candid, humorous explorations of faith, addiction, motherhood, and the writing life in books such as "Bird by Bird" and "Traveling Mercies."
  • B. Gretchen Sedaris
    Gretchen Sedaris is an American artist and painter best known as the younger sister of humorist and author David Sedaris.
  • C. Glennon Doyle
    Glennon Doyle is an American author, speaker, and activist best known for her memoirs "Untamed" and "Love Warrior" and for her work on feminism, sobriety, and personal empowerment.
  • D. Susan Orlean
    Susan Orlean is an American journalist and author best known for her narrative nonfiction works such as "The Orchid Thief," which inspired the film "Adaptation."
  • E. Lauren Weisberger
    Lauren Weisberger is an American novelist best known for writing the bestselling fashion-world satire "The Devil Wears Prada," which was adapted into a popular film.
  • 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_69ca82c0ef14819083713f4473dd847c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4557ebc88190b4e2cab258374d23 completed March 31, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf3ed24c8190b4874e63fcaa50a9 completed April 1, 2026, 6:46 a.m.
NEDg Description generation batch_69ccc24d568081908b3c94edd35f071c completed April 1, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69ccc394a5488190b48681f4781f1be6 completed April 1, 2026, 7:04 a.m.
Created at: March 30, 2026, 5:38 p.m.