Triple

T3200693
Position Surface form Disambiguated ID Type / Status
Subject Sandra Lee E67041 entity
Predicate notableWork P4 FINISHED
Object Made From Scratch: A Memoir
Made From Scratch: A Memoir is a personal autobiography by television chef and lifestyle personality Sandra Lee, recounting her difficult childhood, rise from poverty, and path to media success.
E336482 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: Made From Scratch: A Memoir | Statement: [Sandra Lee, notableWork, Made From Scratch: A Memoir]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Made From Scratch: A Memoir
Context triple: [Sandra Lee, notableWork, Made From Scratch: A Memoir]
  • A. Food: A Love Story
    Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
  • B. Love, Loss, and What We Ate
    "Love, Loss, and What We Ate" is a memoir by Padma Lakshmi that intertwines her personal journey through love, grief, immigration, and identity with the central role that food has played in her life.
  • C. An Unfinished Woman: A Memoir
    An Unfinished Woman: A Memoir is Lillian Hellman’s acclaimed autobiographical work reflecting on her personal life, political engagement, and career as a prominent American playwright.
  • D. Hunger: A Memoir of (My) Body
    "Hunger: A Memoir of (My) Body" is a candid, introspective memoir in which Roxane Gay explores her experiences with trauma, body image, fatness, and desire through the lens of her own body.
  • E. I Can Cook Too
    "I Can Cook Too" is a lively, jazz-inflected comic song from the musical *On the Town*, typically performed by the brash and flirtatious character Hildy.
  • 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: Made From Scratch: A Memoir
Triple: [Sandra Lee, notableWork, Made From Scratch: A Memoir]
Generated description
Made From Scratch: A Memoir is a personal autobiography by television chef and lifestyle personality Sandra Lee, recounting her difficult childhood, rise from poverty, and path to media success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Made From Scratch: A Memoir
Target entity description: Made From Scratch: A Memoir is a personal autobiography by television chef and lifestyle personality Sandra Lee, recounting her difficult childhood, rise from poverty, and path to media success.
  • A. Food: A Love Story
    Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
  • B. Love, Loss, and What We Ate
    "Love, Loss, and What We Ate" is a memoir by Padma Lakshmi that intertwines her personal journey through love, grief, immigration, and identity with the central role that food has played in her life.
  • C. An Unfinished Woman: A Memoir
    An Unfinished Woman: A Memoir is Lillian Hellman’s acclaimed autobiographical work reflecting on her personal life, political engagement, and career as a prominent American playwright.
  • D. Hunger: A Memoir of (My) Body
    "Hunger: A Memoir of (My) Body" is a candid, introspective memoir in which Roxane Gay explores her experiences with trauma, body image, fatness, and desire through the lens of her own body.
  • E. I Can Cook Too
    "I Can Cook Too" is a lively, jazz-inflected comic song from the musical *On the Town*, typically performed by the brash and flirtatious character Hildy.
  • 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9aedef08190824bdf508f85f06f completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bc3695c8190abd58dbc74ca2271 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24d677ca8819094cb03360ac885da completed March 12, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69b2517e2afc8190a6f8dfa66d3671d5 completed March 12, 2026, 5:39 a.m.
Created at: March 8, 2026, 3:07 p.m.