91% benchmark
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
91% benchmark has 5 facts recorded in Dontopedia across 1 reference.
Mostly:rdf:type(1), used for(1), derived from(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (7)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
establishedEstablished(1)
- Proof of Concept
ex:proof-of-concept
hasAccuracyMetricHas Accuracy Metric(1)
- Proof of Concept
ex:proof-of-concept
hasBenchmarkHas Benchmark(1)
- Reformulation Logic
ex:reformulation-logic
hasSuccessMetricHas Success Metric(1)
- Proof of Concept
ex:proof-of-concept
hasTargetAccuracyHas Target Accuracy(1)
- Reformulation Logic
ex:reformulation-logic
purposePurpose(1)
- Validation
ex:validation
validatedAgainstValidated Against(1)
- Overall Accuracy
ex:overall-accuracy
Other facts (4)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Performance Metric | [1] |
| Used for | Validation | [1] |
| Derived From | Proof of Concept | [1] |
| Applies to | Reformulation Logic | [1] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (1)
ctx:claims/beam/b60c3b9c-1187-4408-b3fd-9a25ac0040f7- full textbeam-chunktext/plain1 KB
doc:beam/b60c3b9c-1187-4408-b3fd-9a25ac0040f7Show excerpt
- **Analyze Existing Code**: Review the proof of concept that achieved 91% intent accuracy with 1,500 queries. - **Identify Similarities and Differences**: Compare the existing code with the remaining 70% of the reformulation logic to…
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.