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.