Triple

T1163581
Position Surface form Disambiguated ID Type / Status
Subject Sandy Springs, Georgia E24547 entity
Predicate hasCorporateHeadquartersOf P17490 FINISHED
Object Inspire Brands
Inspire Brands is a large American multi-brand restaurant company that owns and operates chains such as Arby’s, Buffalo Wild Wings, Sonic Drive-In, and Dunkin’.
 E133508 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: Inspire Brands | Statement: [Sandy Springs, Georgia, hasCorporateHeadquartersOf, Inspire Brands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Inspire Brands
Context triple: [Sandy Springs, Georgia, hasCorporateHeadquartersOf, Inspire Brands]
  • A. Kraft Group
    Kraft Group is a privately held American conglomerate best known for its ownership of major New England sports franchises and extensive interests in paper, packaging, real estate, and private equity.
  • B. Newell Brands
    Newell Brands is a global consumer goods company known for its wide portfolio of household, writing, and outdoor product brands such as Rubbermaid, Sharpie, and Coleman.
  • C. Nestlé
    Nestlé is a Swiss multinational food and beverage conglomerate and one of the world’s largest consumer goods companies.
  • D. Tropicana Products
    Tropicana Products is a major American brand best known for producing and marketing fruit-based beverages, especially orange juice.
  • E. Kraft
    Kraft is a prominent American surname most widely associated with billionaire businessman and New England Patriots owner Robert Kraft.
  • 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: Inspire Brands
Triple: [Sandy Springs, Georgia, hasCorporateHeadquartersOf, Inspire Brands]
Generated description
Inspire Brands is a large American multi-brand restaurant company that owns and operates chains such as Arby’s, Buffalo Wild Wings, Sonic Drive-In, and Dunkin’.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Inspire Brands
Target entity description: Inspire Brands is a large American multi-brand restaurant company that owns and operates chains such as Arby’s, Buffalo Wild Wings, Sonic Drive-In, and Dunkin’.
  • A. Kraft Group
    Kraft Group is a privately held American conglomerate best known for its ownership of major New England sports franchises and extensive interests in paper, packaging, real estate, and private equity.
  • B. Newell Brands
    Newell Brands is a global consumer goods company known for its wide portfolio of household, writing, and outdoor product brands such as Rubbermaid, Sharpie, and Coleman.
  • C. Nestlé
    Nestlé is a Swiss multinational food and beverage conglomerate and one of the world’s largest consumer goods companies.
  • D. Tropicana Products
    Tropicana Products is a major American brand best known for producing and marketing fruit-based beverages, especially orange juice.
  • E. Kraft
    Kraft is a prominent American surname most widely associated with billionaire businessman and New England Patriots owner Robert Kraft.
  • 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_69a494060e148190abb42f971242c197 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bf13ab648190931dea78202096e4 completed March 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac66803e0881908d2eea76dad028fa completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac670b57808190bee4aa0be78ae8a1 completed March 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac67e981e88190b10ad4ab72337557 completed March 7, 2026, 6:01 p.m.
Created at: March 1, 2026, 7:45 p.m.