Triple

T5077096
Position Surface form Disambiguated ID Type / Status
Subject Bruce Greenwald E114423 entity
Predicate authorOf P4244 FINISHED
Object 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.
 E493129 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: Competition Demystified | Statement: [Bruce Greenwald, authorOf, Competition Demystified]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Competition Demystified
Context triple: [Bruce Greenwald, authorOf, Competition Demystified]
  • A. DG Competition
    DG Competition is the European Commission department responsible for enforcing EU competition law and ensuring fair competition within the European Union’s internal market.
  • B. Out of Competition
    Out of Competition is a non-competitive screening section of the Cannes Film Festival reserved for selected films that are showcased without vying for the main awards.
  • C. Keeping Score
    Keeping Score is an educational multimedia project by the San Francisco Symphony that explores classical music and composers through documentaries, concerts, and online resources.
  • D. Competitive Play
    Competitive Play is Overwatch’s ranked multiplayer mode where players are matched by skill rating to compete in structured, season-based games.
  • E. How to Win at the Sport of Business
    How to Win at the Sport of Business is an entrepreneurial and motivational book by billionaire investor Mark Cuban that distills his personal experiences and lessons on building successful businesses.
  • 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: Competition Demystified
Triple: [Bruce Greenwald, authorOf, Competition Demystified]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Competition Demystified
Target entity description: 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.
  • A. DG Competition
    DG Competition is the European Commission department responsible for enforcing EU competition law and ensuring fair competition within the European Union’s internal market.
  • B. Out of Competition
    Out of Competition is a non-competitive screening section of the Cannes Film Festival reserved for selected films that are showcased without vying for the main awards.
  • C. Keeping Score
    Keeping Score is an educational multimedia project by the San Francisco Symphony that explores classical music and composers through documentaries, concerts, and online resources.
  • D. Competitive Play
    Competitive Play is Overwatch’s ranked multiplayer mode where players are matched by skill rating to compete in structured, season-based games.
  • E. How to Win at the Sport of Business
    How to Win at the Sport of Business is an entrepreneurial and motivational book by billionaire investor Mark Cuban that distills his personal experiences and lessons on building successful businesses.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d3b0088190a658864cb120eef4 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb12718388190974df282ec2c6a11 completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb1d1202881909007f34c23887b35 completed March 21, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69beb2547068819092c98b471be691a1 completed March 21, 2026, 2:59 p.m.
Created at: March 20, 2026, 1:39 p.m.