Triple
T2962915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indra Nooyi |
E80088
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Performance with Purpose strategy at PepsiCo
The Performance with Purpose strategy at PepsiCo is a corporate vision introduced under Indra Nooyi that integrates long-term business growth with sustainability, health-focused product innovation, and social responsibility.
|
E313709
|
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: Performance with Purpose strategy at PepsiCo | Statement: [Indra Nooyi, notableWork, Performance with Purpose strategy at PepsiCo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Performance with Purpose strategy at PepsiCo Context triple: [Indra Nooyi, notableWork, Performance with Purpose strategy at PepsiCo]
-
A.
Unilever Sustainable Living Plan
The Unilever Sustainable Living Plan is the company's long-term strategy to decouple business growth from environmental impact while improving social outcomes across its value chain.
-
B.
“Pepsi Challenge” marketing campaign
The “Pepsi Challenge” marketing campaign was a famous 1970s blind taste-test promotion in which consumers compared Pepsi and Coca-Cola, helping to boost Pepsi’s market share and public profile.
-
C.
PepsiCo
PepsiCo is a multinational food, snack, and beverage corporation best known for producing the Pepsi soft drink and a wide portfolio of global consumer brands.
-
D.
“Odyssey: Pepsi to Apple”
“Odyssey: Pepsi to Apple” is John Sculley’s autobiographical business memoir recounting his journey from leading PepsiCo to serving as CEO of Apple and the lessons he learned in marketing, leadership, and innovation.
-
E.
Onward: How Starbucks Fought for Its Life without Losing Its Soul
"Onward: How Starbucks Fought for Its Life without Losing Its Soul" is a memoir and business book by Howard Schultz that chronicles Starbucks’ turnaround during the late-2000s financial crisis and explores how the company sought to revive growth while preserving its core values.
- 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: Performance with Purpose strategy at PepsiCo Triple: [Indra Nooyi, notableWork, Performance with Purpose strategy at PepsiCo]
Generated description
The Performance with Purpose strategy at PepsiCo is a corporate vision introduced under Indra Nooyi that integrates long-term business growth with sustainability, health-focused product innovation, and social responsibility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Performance with Purpose strategy at PepsiCo Target entity description: The Performance with Purpose strategy at PepsiCo is a corporate vision introduced under Indra Nooyi that integrates long-term business growth with sustainability, health-focused product innovation, and social responsibility.
-
A.
Unilever Sustainable Living Plan
The Unilever Sustainable Living Plan is the company's long-term strategy to decouple business growth from environmental impact while improving social outcomes across its value chain.
-
B.
“Pepsi Challenge” marketing campaign
The “Pepsi Challenge” marketing campaign was a famous 1970s blind taste-test promotion in which consumers compared Pepsi and Coca-Cola, helping to boost Pepsi’s market share and public profile.
-
C.
PepsiCo
PepsiCo is a multinational food, snack, and beverage corporation best known for producing the Pepsi soft drink and a wide portfolio of global consumer brands.
-
D.
“Odyssey: Pepsi to Apple”
“Odyssey: Pepsi to Apple” is John Sculley’s autobiographical business memoir recounting his journey from leading PepsiCo to serving as CEO of Apple and the lessons he learned in marketing, leadership, and innovation.
-
E.
Onward: How Starbucks Fought for Its Life without Losing Its Soul
"Onward: How Starbucks Fought for Its Life without Losing Its Soul" is a memoir and business book by Howard Schultz that chronicles Starbucks’ turnaround during the late-2000s financial crisis and explores how the company sought to revive growth while preserving its core values.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9957602c819089b673966fd619e0 |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc959b3c8190a0d95a3e616246f9 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd6caf508190b45a396d1402ca65 |
completed | March 11, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fdcffa8081908e1c1392306ff7af |
completed | March 11, 2026, 5:29 a.m. |
Created at: March 8, 2026, 2:57 p.m.