Triple
T8195543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Porter |
E191419
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
On Competition
On Competition is a collection of influential essays by Michael Porter that elaborates his theories on competitive strategy, industry structure, and the sources of competitive advantage.
|
E718431
|
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: On Competition | Statement: [Michael Porter, notableWork, On Competition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: On Competition Context triple: [Michael Porter, notableWork, On Competition]
-
A.
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.
-
B.
Competition Demystified
Competition Demystified is a business strategy book that explains how companies gain and sustain competitive advantage, emphasizing the central role of economic moats and barriers to entry.
-
C.
The Antitrust Paradox
The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
-
D.
On Equilibrium
On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
-
E.
Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
- 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: On Competition Triple: [Michael Porter, notableWork, On Competition]
Generated description
On Competition is a collection of influential essays by Michael Porter that elaborates his theories on competitive strategy, industry structure, and the sources of competitive advantage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: On Competition Target entity description: On Competition is a collection of influential essays by Michael Porter that elaborates his theories on competitive strategy, industry structure, and the sources of competitive advantage.
-
A.
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.
-
B.
Competition Demystified
Competition Demystified is a business strategy book that explains how companies gain and sustain competitive advantage, emphasizing the central role of economic moats and barriers to entry.
-
C.
The Antitrust Paradox
The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
-
D.
On Equilibrium
On Equilibrium is a philosophical work by John Ralston Saul that explores the importance of balancing key human qualities—such as reason, ethics, and common sense—to create a more humane and democratic society.
-
E.
Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and competition.
- 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.