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.