Triple
T20197635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Competition Demystified |
E493129
|
entity |
| Predicate | contrastsWith |
P278
|
FINISHED |
| Object | Porter five forces model |
—
|
NE NERFINISHED |
How this triple was built (2 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: Porter five forces model | Statement: [Competition Demystified, contrastsWith, Porter five forces model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Porter five forces model Context triple: [Competition Demystified, contrastsWith, Porter five forces model]
-
A.
Porter’s Five Forces framework
chosen
Porter’s Five Forces framework is a strategic management tool that analyzes the competitive forces shaping an industry to assess its attractiveness and profitability.
-
B.
Competitive Strategy: Techniques for Analyzing Industries and Competitors
"Competitive Strategy: Techniques for Analyzing Industries and Competitors" is a foundational business book that introduced systematic frameworks—such as the Five Forces model—for understanding industry structure and developing long-term competitive advantage.
-
C.
Diamond Model of national advantage
The Diamond Model of national advantage is Michael Porter's framework that explains how a nation's competitive success in particular industries arises from the interaction of factor conditions, demand conditions, related and supporting industries, and firm strategy, structure, and rivalry.
-
D.
Competitive Advantage: Creating and Sustaining Superior Performance
"Competitive Advantage: Creating and Sustaining Superior Performance" is a foundational business strategy book by Michael Porter that explains how firms can achieve and maintain superior performance through cost leadership, differentiation, and value chain analysis.
-
E.
Reports on the relation of corporate size to market dominance
"Reports on the relation of corporate size to market dominance" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how the scale of corporations affects their competitive power and control over markets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d8afe408190a7a9202ed67698e6 |
completed | April 20, 2026, 6:16 p.m. |
Created at: April 11, 2026, 11:37 p.m.