Triple

T12564146
Position Surface form Disambiguated ID Type / Status
Subject Havas E295423 entity
Predicate slogan P42 FINISHED
Object Meaningful Brands
Meaningful Brands is Havas’ global research and marketing platform that measures and analyzes how brands create value and impact in people’s lives and society.
E991629 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: Meaningful Brands | Statement: [Havas, slogan, Meaningful Brands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Meaningful Brands
Context triple: [Havas, slogan, Meaningful Brands]
  • A. Conscious Capitalism, Inc.
    Conscious Capitalism, Inc. is a nonprofit organization that promotes a business philosophy emphasizing purpose beyond profit, stakeholder orientation, and ethical leadership, co-founded by Whole Foods Market CEO John Mackey.
  • B. Brand Thinking and Other Noble Pursuits
    Brand Thinking and Other Noble Pursuits is a book by designer and writer Debbie Millman that explores the philosophy, strategy, and cultural impact of branding through in-depth interviews with leading practitioners and thinkers.
  • C. Skoll Foundation
    The Skoll Foundation is a philanthropic organization that supports social entrepreneurs and innovative solutions to the world’s most pressing problems.
  • D. Good+ Foundation
    Good+ Foundation is a New York–based nonprofit organization that provides essential goods and support services to low-income families, particularly those with young children, to help break the cycle of poverty.
  • E. Benefits Agency
    The Benefits Agency was a UK government executive agency responsible for administering social security benefits to the public.
  • 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: Meaningful Brands
Triple: [Havas, slogan, Meaningful Brands]
Generated description
Meaningful Brands is Havas’ global research and marketing platform that measures and analyzes how brands create value and impact in people’s lives and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Meaningful Brands
Target entity description: Meaningful Brands is Havas’ global research and marketing platform that measures and analyzes how brands create value and impact in people’s lives and society.
  • A. Conscious Capitalism, Inc.
    Conscious Capitalism, Inc. is a nonprofit organization that promotes a business philosophy emphasizing purpose beyond profit, stakeholder orientation, and ethical leadership, co-founded by Whole Foods Market CEO John Mackey.
  • B. Brand Thinking and Other Noble Pursuits
    Brand Thinking and Other Noble Pursuits is a book by designer and writer Debbie Millman that explores the philosophy, strategy, and cultural impact of branding through in-depth interviews with leading practitioners and thinkers.
  • C. Skoll Foundation
    The Skoll Foundation is a philanthropic organization that supports social entrepreneurs and innovative solutions to the world’s most pressing problems.
  • D. Good+ Foundation
    Good+ Foundation is a New York–based nonprofit organization that provides essential goods and support services to low-income families, particularly those with young children, to help break the cycle of poverty.
  • E. Benefits Agency
    The Benefits Agency was a UK government executive agency responsible for administering social security benefits to the public.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95494ae1c81908b9ee14b8ef92a65 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6558f87b081909ba179b49bae3913 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a6dafc81908acf59c0ba65189a completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65b4d109c8190b48c71f664e7bb3f completed May 2, 2026, 8:15 p.m.
Created at: April 8, 2026, 11:49 p.m.