Triple

T2139912
Position Surface form Disambiguated ID Type / Status
Subject Ratatouille E46736 entity
Predicate hasCuisineFocus P6863 FINISHED
Object French cuisine
French cuisine is a renowned culinary tradition characterized by its regional diversity, refined techniques, rich sauces, and emphasis on high-quality ingredients and wine.
E237544 NE FINISHED

How this triple was built (5 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: French cuisine | Statement: [Ratatouille, hasCuisineFocus, French cuisine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French cuisine
Context triple: [Ratatouille, hasCuisineFocus, French cuisine]
  • A. Lu cuisine
    Lu cuisine is one of the Eight Great Traditions of Chinese cuisine, renowned for its fresh ingredients, savory flavors, and masterful use of soups and seafood.
  • B. The French
    The French is a renowned fine-dining restaurant in Manchester’s Midland Hotel, known for its modern British cuisine and historic, elegant setting.
  • C. French
    French is a Romance language that evolved from Latin and is now spoken worldwide as both a native and official language in many countries.
  • D. French American
    French Americans are U.S. residents or citizens of French ancestry, including both descendants of early French settlers and more recent immigrants from France.
  • E. Acadian cuisine
    Acadian cuisine is a traditional cooking style of the Acadian people of Eastern Canada, characterized by hearty dishes that make resourceful use of local ingredients like potatoes, pork, seafood, and preserved foods.
  • 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: French cuisine
Triple: [Ratatouille, hasCuisineFocus, French cuisine]
Generated description
French cuisine is a renowned culinary tradition characterized by its regional diversity, refined techniques, rich sauces, and emphasis on high-quality ingredients and wine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French cuisine
Target entity description: French cuisine is a renowned culinary tradition characterized by its regional diversity, refined techniques, rich sauces, and emphasis on high-quality ingredients and wine.
  • A. Lu cuisine
    Lu cuisine is one of the Eight Great Traditions of Chinese cuisine, renowned for its fresh ingredients, savory flavors, and masterful use of soups and seafood.
  • B. The French
    The French is a renowned fine-dining restaurant in Manchester’s Midland Hotel, known for its modern British cuisine and historic, elegant setting.
  • C. French
    French is a Romance language that evolved from Latin and is now spoken worldwide as both a native and official language in many countries.
  • D. French American
    French Americans are U.S. residents or citizens of French ancestry, including both descendants of early French settlers and more recent immigrants from France.
  • E. Acadian cuisine
    Acadian cuisine is a traditional cooking style of the Acadian people of Eastern Canada, characterized by hearty dishes that make resourceful use of local ingredients like potatoes, pork, seafood, and preserved foods.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCuisineFocus
Context triple: [Ratatouille, hasCuisineFocus, French cuisine]
  • A. cuisineFeature
    Indicates a characteristic, quality, or notable aspect that describes or distinguishes a particular cuisine.
  • B. cuisineType
    Indicates the type or style of food associated with an entity, such as a restaurant or dish.
  • C. hasCuisineItem
    Indicates that a particular cuisine includes, features, or is associated with a specific food item.
  • D. hasSpecialtyFood
    Indicates that an entity offers, serves, or is associated with a particular type of specialty food.
  • E. cuisine chosen
    Indicates the type or style of food traditionally associated with or served by an entity (such as a restaurant or region).
  • F. None of above.

Provenance (6 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_69a88a174ab48190a5db20c132e5dccf completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbf74147c81908793c3694894f94a completed March 7, 2026, 6:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b37ce08190add9df46cc17ba89 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae52e539f081908424c4093c125861 completed March 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae5357e1088190bcffccb37030f3fc completed March 9, 2026, 4:58 a.m.
PD Predicate disambiguation batch_69abbd96a3b0819081efbfef975e1513 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:44 p.m.