Triple
T5607419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nestlé Health Science |
E147266
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object |
Wunderman
Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
|
E544077
|
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: Wunderman | Statement: [Nestlé Health Science, hasBrand, Wunderman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wunderman Context triple: [Nestlé Health Science, hasBrand, Wunderman]
-
A.
Young & Rubicam
Young & Rubicam is a major global advertising agency known for its influential marketing campaigns and long-standing presence in the advertising industry.
-
B.
Ogilvy & Mather
Ogilvy & Mather is a major global advertising agency known for its influential marketing campaigns and brand-building work for leading companies worldwide.
-
C.
McCann Erickson
McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
-
D.
BBDO
BBDO is a major global advertising agency network known for creating high-profile, award-winning campaigns for leading brands.
-
E.
Omnicom Group
Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
- 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: Wunderman Triple: [Nestlé Health Science, hasBrand, Wunderman]
Generated description
Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wunderman Target entity description: Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
-
A.
Young & Rubicam
Young & Rubicam is a major global advertising agency known for its influential marketing campaigns and long-standing presence in the advertising industry.
-
B.
Ogilvy & Mather
Ogilvy & Mather is a major global advertising agency known for its influential marketing campaigns and brand-building work for leading companies worldwide.
-
C.
McCann Erickson
McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
-
D.
BBDO
BBDO is a major global advertising agency network known for creating high-profile, award-winning campaigns for leading brands.
-
E.
Omnicom Group
Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
- 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_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020fd1b2c81908da154f7e11b90d8 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07d9957e481909b57e8d524f4b4f6 |
completed | March 22, 2026, 11:39 p.m. |
| NEDg | Description generation | batch_69c08d5a3fbc8190bd0a0862ad6ae66d |
completed | March 23, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08dc4d12c8190a7a245d583ef08d4 |
completed | March 23, 2026, 12:48 a.m. |
Created at: March 22, 2026, 3:39 p.m.