Triple
T13180552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Performance with Purpose strategy at PepsiCo |
E313709
|
entity |
| Predicate | hasPillar |
P35
|
FINISHED |
| Object |
Talent Sustainability
Talent Sustainability is a core pillar of PepsiCo’s “Performance with Purpose” strategy focused on developing, engaging, and supporting employees to build a capable, diverse, and future-ready workforce.
|
E1026191
|
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: Talent Sustainability | Statement: [Performance with Purpose strategy at PepsiCo, hasPillar, Talent Sustainability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talent Sustainability Context triple: [Performance with Purpose strategy at PepsiCo, hasPillar, Talent Sustainability]
-
A.
Human Capital
Human Capital is a landmark economic work by Gary Becker that analyzes how investments in education, training, and health enhance individuals’ productivity and earnings, fundamentally shaping modern labor and education economics.
-
B.
Talent Solutions
Talent Solutions is a ManpowerGroup brand that provides integrated workforce and talent management services to help organizations recruit, develop, and retain employees.
-
C.
Skills Strategy
Skills Strategy is an OECD framework and policy tool that guides countries in developing, using, and strengthening skills systems to improve economic and social outcomes.
-
D.
Talent Associates
Talent Associates was an American television and film production company active in the mid-20th century, known for producing a range of popular and critically acclaimed TV series.
-
E.
Enduring Success
Enduring Success is the autobiography of British rower Sir Steve Redgrave, chronicling his journey to becoming one of the most decorated Olympians in history.
- 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: Talent Sustainability Triple: [Performance with Purpose strategy at PepsiCo, hasPillar, Talent Sustainability]
Generated description
Talent Sustainability is a core pillar of PepsiCo’s “Performance with Purpose” strategy focused on developing, engaging, and supporting employees to build a capable, diverse, and future-ready workforce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talent Sustainability Target entity description: Talent Sustainability is a core pillar of PepsiCo’s “Performance with Purpose” strategy focused on developing, engaging, and supporting employees to build a capable, diverse, and future-ready workforce.
-
A.
Human Capital
Human Capital is a landmark economic work by Gary Becker that analyzes how investments in education, training, and health enhance individuals’ productivity and earnings, fundamentally shaping modern labor and education economics.
-
B.
Talent Solutions
Talent Solutions is a ManpowerGroup brand that provides integrated workforce and talent management services to help organizations recruit, develop, and retain employees.
-
C.
Skills Strategy
Skills Strategy is an OECD framework and policy tool that guides countries in developing, using, and strengthening skills systems to improve economic and social outcomes.
-
D.
Talent Associates
Talent Associates was an American television and film production company active in the mid-20th century, known for producing a range of popular and critically acclaimed TV series.
-
E.
Enduring Success
Enduring Success is the autobiography of British rower Sir Steve Redgrave, chronicling his journey to becoming one of the most decorated Olympians in history.
- 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c490ed081908ea54edb25c3de90 |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5ee66188190afb75a598a2f8211 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:14 p.m.