Triple

T14568490
Position Surface form Disambiguated ID Type / Status
Subject Alan Weiss E341850 entity
Predicate notableWork P4 FINISHED
Object Million Dollar Consulting
Million Dollar Consulting is a bestselling business book by Alan Weiss that teaches consultants how to build high-fee, high-value independent consulting practices.
E1106839 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: Million Dollar Consulting | Statement: [Alan Weiss, notableWork, Million Dollar Consulting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Million Dollar Consulting
Context triple: [Alan Weiss, notableWork, Million Dollar Consulting]
  • A. “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
    “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
  • B. Masters of Scale
    Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
  • C. The Multi-Millionaire
    The Multi-Millionaire is a Dadaist photomontage by German artist Hannah Höch that satirically critiques capitalism, wealth, and power structures in Weimar-era society.
  • D. The Millionaire
    The Millionaire is a 1931 American pre-Code comedy film starring George Arliss as a retired businessman who secretly returns to work, produced by Warner Bros. and associated with filmmaker Bryan Foy.
  • E. The Money Mill
    The Money Mill is a silent-era American film produced by the Vitagraph Company of America.
  • 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: Million Dollar Consulting
Triple: [Alan Weiss, notableWork, Million Dollar Consulting]
Generated description
Million Dollar Consulting is a bestselling business book by Alan Weiss that teaches consultants how to build high-fee, high-value independent consulting practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Million Dollar Consulting
Target entity description: Million Dollar Consulting is a bestselling business book by Alan Weiss that teaches consultants how to build high-fee, high-value independent consulting practices.
  • A. “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
    “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
  • B. Masters of Scale
    Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
  • C. The Multi-Millionaire
    The Multi-Millionaire is a Dadaist photomontage by German artist Hannah Höch that satirically critiques capitalism, wealth, and power structures in Weimar-era society.
  • D. The Millionaire
    The Millionaire is a 1931 American pre-Code comedy film starring George Arliss as a retired businessman who secretly returns to work, produced by Warner Bros. and associated with filmmaker Bryan Foy.
  • E. The Money Mill
    The Money Mill is a silent-era American film produced by the Vitagraph Company of America.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38d89fc819086709fd3607b835f completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac858108190b7c90130f18b0ddb completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c3678048190a23b509e963c1ade completed May 8, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.