Triple

T12917164
Position Surface form Disambiguated ID Type / Status
Subject Marilu Henner E309013 entity
Predicate hasWritten P2831 FINISHED
Object Healthy Life Kitchen
Healthy Life Kitchen is a health-focused cookbook by actress and wellness advocate Marilu Henner that offers recipes and guidance for nutritious, energizing eating.
E1008688 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: Healthy Life Kitchen | Statement: [Marilu Henner, hasWritten, Healthy Life Kitchen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Healthy Life Kitchen
Context triple: [Marilu Henner, hasWritten, Healthy Life Kitchen]
  • A. EatingWell
    EatingWell is a food and lifestyle brand and magazine focused on healthy recipes, nutrition, and wellness-oriented cooking.
  • B. Good Eats
    Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
  • C. Heart Food
    Heart Food is a 1973 baroque-folk album by singer-songwriter Judee Sill, noted for its intricate arrangements, spiritual themes, and cult-classic status.
  • D. Lean Cuisine
    Lean Cuisine is a popular brand of frozen prepared meals known for its portion-controlled, lower-calorie options marketed as convenient, healthier choices.
  • E. Food for Life program
    The Food for Life program is a global humanitarian initiative of the International Society for Krishna Consciousness that provides free vegetarian meals to those in need.
  • 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: Healthy Life Kitchen
Triple: [Marilu Henner, hasWritten, Healthy Life Kitchen]
Generated description
Healthy Life Kitchen is a health-focused cookbook by actress and wellness advocate Marilu Henner that offers recipes and guidance for nutritious, energizing eating.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Healthy Life Kitchen
Target entity description: Healthy Life Kitchen is a health-focused cookbook by actress and wellness advocate Marilu Henner that offers recipes and guidance for nutritious, energizing eating.
  • A. EatingWell
    EatingWell is a food and lifestyle brand and magazine focused on healthy recipes, nutrition, and wellness-oriented cooking.
  • B. Good Eats
    Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
  • C. Heart Food
    Heart Food is a 1973 baroque-folk album by singer-songwriter Judee Sill, noted for its intricate arrangements, spiritual themes, and cult-classic status.
  • D. Lean Cuisine
    Lean Cuisine is a popular brand of frozen prepared meals known for its portion-controlled, lower-calorie options marketed as convenient, healthier choices.
  • E. Food for Life program
    The Food for Life program is a global humanitarian initiative of the International Society for Krishna Consciousness that provides free vegetarian meals to those in need.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971a1e8088190af697629baecf59f completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a571a3e48190a32d362adc6eaee2 completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a66cd21081909283d70e0f5d06cb completed May 3, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7792f948190bb0b324bee0cd8ac completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:41 p.m.