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.