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.