Triple

T14568491
Position Surface form Disambiguated ID Type / Status
Subject Alan Weiss E341850 entity
Predicate notableWork P4 FINISHED
Object Value-Based Fees
Value-Based Fees is a business consulting book by Alan Weiss that advocates pricing professional services based on the measurable value delivered to clients rather than hours or costs.
E1105791 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: Value-Based Fees | Statement: [Alan Weiss, notableWork, Value-Based Fees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Value-Based Fees
Context triple: [Alan Weiss, notableWork, Value-Based Fees]
  • A. FEES
    FEES is Chile’s sovereign wealth fund designed to stabilize the country’s public finances by saving and investing surplus fiscal revenues, particularly from copper exports.
  • B. Finder's Fee
    Finder's Fee is a 2001 independent thriller film centered on a high-stakes moral dilemma after a man discovers a winning lottery ticket during a poker night.
  • C. Currency Commission
    The Currency Commission was the central monetary authority of the Irish Free State responsible for issuing and regulating its national currency before the establishment of a full central bank.
  • D. pay-as-you-go rule
    The pay-as-you-go rule is a U.S. fiscal policy requirement that new spending or tax cuts be offset by savings or revenue increases so they do not add to the federal deficit.
  • E. kal-if-fee
    Kal-if-fee is a traditional Vulcan ritual combat to the death used to resolve mating disputes in the Star Trek universe.
  • 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: Value-Based Fees
Triple: [Alan Weiss, notableWork, Value-Based Fees]
Generated description
Value-Based Fees is a business consulting book by Alan Weiss that advocates pricing professional services based on the measurable value delivered to clients rather than hours or costs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Value-Based Fees
Target entity description: Value-Based Fees is a business consulting book by Alan Weiss that advocates pricing professional services based on the measurable value delivered to clients rather than hours or costs.
  • A. FEES
    FEES is Chile’s sovereign wealth fund designed to stabilize the country’s public finances by saving and investing surplus fiscal revenues, particularly from copper exports.
  • B. Finder's Fee
    Finder's Fee is a 2001 independent thriller film centered on a high-stakes moral dilemma after a man discovers a winning lottery ticket during a poker night.
  • C. Currency Commission
    The Currency Commission was the central monetary authority of the Irish Free State responsible for issuing and regulating its national currency before the establishment of a full central bank.
  • D. pay-as-you-go rule
    The pay-as-you-go rule is a U.S. fiscal policy requirement that new spending or tax cuts be offset by savings or revenue increases so they do not add to the federal deficit.
  • E. kal-if-fee
    Kal-if-fee is a traditional Vulcan ritual combat to the death used to resolve mating disputes in the Star Trek universe.
  • 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_69fd8d61f1f88190848c8f6095737897 completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.