Triple

T15880378
Position Surface form Disambiguated ID Type / Status
Subject Fresh Express E385059 entity
Predicate competitor P1375 FINISHED
Object Ready Pac Foods
Ready Pac Foods is an American fresh foods company best known for its pre-packaged salads, fresh-cut produce, and ready-to-eat meal solutions sold in grocery stores nationwide.
E1181924 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: Ready Pac Foods | Statement: [Fresh Express, competitor, Ready Pac Foods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ready Pac Foods
Context triple: [Fresh Express, competitor, Ready Pac Foods]
  • A. Wayne Foods
    Wayne Foods is a fictional food production company operating as a subsidiary within Bruce Wayne’s Wayne Enterprises conglomerate in the DC Comics universe.
  • B. Nature's Valley
    Nature's Valley is a small coastal village in South Africa renowned for its unspoiled beaches, indigenous forests, and tranquil setting within the Garden Route.
  • C. Champion Foods
    Champion Foods is a food manufacturing and distribution company owned by Ilitch Holdings, known for producing private-label and branded food products, particularly in the pizza and snack categories.
  • D. Swanson Frozen Dinners
    Swanson Frozen Dinners are a line of pre-packaged, heat-and-serve frozen meals that helped popularize the TV dinner concept in mid-20th-century America.
  • E. Pacific Foods
    Pacific Foods is a natural and organic food brand known for its soups, broths, and plant-based beverages.
  • 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: Ready Pac Foods
Triple: [Fresh Express, competitor, Ready Pac Foods]
Generated description
Ready Pac Foods is an American fresh foods company best known for its pre-packaged salads, fresh-cut produce, and ready-to-eat meal solutions sold in grocery stores nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ready Pac Foods
Target entity description: Ready Pac Foods is an American fresh foods company best known for its pre-packaged salads, fresh-cut produce, and ready-to-eat meal solutions sold in grocery stores nationwide.
  • A. Wayne Foods
    Wayne Foods is a fictional food production company operating as a subsidiary within Bruce Wayne’s Wayne Enterprises conglomerate in the DC Comics universe.
  • B. Nature's Valley
    Nature's Valley is a small coastal village in South Africa renowned for its unspoiled beaches, indigenous forests, and tranquil setting within the Garden Route.
  • C. Champion Foods
    Champion Foods is a food manufacturing and distribution company owned by Ilitch Holdings, known for producing private-label and branded food products, particularly in the pizza and snack categories.
  • D. Swanson Frozen Dinners
    Swanson Frozen Dinners are a line of pre-packaged, heat-and-serve frozen meals that helped popularize the TV dinner concept in mid-20th-century America.
  • E. Pacific Foods
    Pacific Foods is a natural and organic food brand known for its soups, broths, and plant-based beverages.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15600863c8190a2dbfd6d7ff495d7 completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa9529ac48190993d1af234faea3b completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffa9e9b17c8190b98d930fd5cb0723 completed May 9, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69ffaa973274819080889e1b9883b8dc completed May 9, 2026, 9:43 p.m.
Created at: April 10, 2026, 4:51 a.m.