Triple
T8195541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Porter |
E191419
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E718429
|
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: Competitive Advantage: Creating and Sustaining Superior Performance | Statement: [Michael Porter, notableWork, Competitive Advantage: Creating and Sustaining Superior Performance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Competitive Advantage: Creating and Sustaining Superior Performance Context triple: [Michael Porter, notableWork, Competitive Advantage: Creating and Sustaining Superior Performance]
-
A.
In Search of Excellence
In Search of Excellence is the guiding motto of COMSATS University Islamabad, reflecting its commitment to high academic and research standards.
-
B.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
C.
The Ideology of Competition
The Ideology of Competition is a chapter in Peter Thiel’s book "Zero to One" that critiques conventional beliefs about competition in business and argues for the superiority of creating monopolistic, innovative enterprises.
-
D.
Beyond the Summit: Setting and Surpassing Extraordinary Business Goals
"Beyond the Summit: Setting and Surpassing Extraordinary Business Goals" is a business and leadership book that uses mountaineering lessons and high-altitude experiences as metaphors to teach readers how to define, pursue, and exceed ambitious professional objectives.
-
E.
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
- 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: Competitive Advantage: Creating and Sustaining Superior Performance Triple: [Michael Porter, notableWork, Competitive Advantage: Creating and Sustaining Superior Performance]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Competitive Advantage: Creating and Sustaining Superior Performance Target entity description: "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.
-
A.
In Search of Excellence
In Search of Excellence is the guiding motto of COMSATS University Islamabad, reflecting its commitment to high academic and research standards.
-
B.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
C.
The Ideology of Competition
The Ideology of Competition is a chapter in Peter Thiel’s book "Zero to One" that critiques conventional beliefs about competition in business and argues for the superiority of creating monopolistic, innovative enterprises.
-
D.
Beyond the Summit: Setting and Surpassing Extraordinary Business Goals
"Beyond the Summit: Setting and Surpassing Extraordinary Business Goals" is a business and leadership book that uses mountaineering lessons and high-altitude experiences as metaphors to teach readers how to define, pursue, and exceed ambitious professional objectives.
-
E.
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
- 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_69ca82c6e9548190a4c5ca14516e4417 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb5c20fbd08190b9966e3c967e9c71 |
completed | March 31, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedaab8848190877fbe2de9b83957 |
completed | April 1, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_69ccf1b706f08190993f4a75eac5f49c |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05ac594c819087d23a7318fd7704 |
completed | April 1, 2026, 11:46 a.m. |
Created at: March 30, 2026, 5:42 p.m.