How much of the text is explained, what the rules claim is finished, and how quickly the run is moving.
15,222 of 21,678 observed clauses have a rule.
9,240 of 21,678 observed clauses are claimed by a rule to need no more processing. This is a rule claim, not proof that the result is true.
33,842 of 183,841 emitted words are in final output segments explicitly marked recurse: leaf. This is a rule claim, not proof that the result is true.
4,545 of 8,479 observed powerset shapes are fully covered by rules.
Source-balanced across 22 corpus sources, capped at 229 recent sentences per source; 90% chance of finding one within 20 sentences. The current single-source stream tail is one per 32.0 sentences.
sentences in this run
Simplify alone on a fixed benchmark after spaCy and the model are loaded.
Input sentences parsed by Simplify alone on the same warm benchmark.
End to end: Simplify, coverage checks, hypertrie, persistence, and publication.
Completed corpus sentences per wall-clock second across the full diagnostic pipeline.
11,000 of 38,698 sentences processed.
rules registered in the measured Simplify engine
human choices still waiting in Simplify's review queue
Each line shows whether the metric is moving between comparable runs. A changed corpus starts a new line.
43 comparable runs · 73.6% → 72.9%
43 comparable runs · 46.6% → 47.8%
42 comparable runs · 17.0% → 19.0%
43 comparable runs · 52.0% → 55.1%
43 comparable runs · 88.6% → 88.6%
43 comparable runs · 682.5 → 66.9
43 comparable runs · 82.4 → 40.3
How to read this: “Coloured” means a rule has explained observed corpus text; “Closed” means a rule claims every final action in the sentence needs no more processing; it is a claim, not a proof. Neither percentage is a claim that the grammar is complete.
This is activity, not a completion score: it counts how many changes rules make and how many sentences each rule touches.
| Rule | Sentences matched | Changes made |
|---|---|---|
OP-SEM-POSSESSIVE-OWNER-V2 | 107 | 107 |
OP-SEM-NEGATION-NOT-SCOPE-V1 | 47 | 47 |
OP-SEM-CARDINAL-QUANTITY-V1 | 44 | 44 |
OP-SEM-COPULA-QUALIFIER-V2 | 22 | 22 |
OP-STR-014-SHORT-V2 | 19 | 19 |
OP-SEM-ORDINAL-NOMINAL-V1 | 11 | 11 |
OP-STR-013-V2 | 10 | 10 |
OP-QUOTE-NESTED-FINITE-COMPLEMENT-V1 | 9 | 9 |
OP-SEM-EXISTENTIAL-V2 | 9 | 9 |
OP-STR-211-split-V2 | 9 | 9 |
OP-SAY-FINITE-REPORTED-CONTENT-V2 | 7 | 7 |
OP-SAY-POSTPOSED-DIRECT-QUOTE-V2 | 7 | 7 |
OP-SEM-ADJECTIVAL-PASSIVE-STATE-V2 | 7 | 7 |
OP-STR-072-V2a | 7 | 7 |
OP-SEM-PASSIVE-VOICE-V2 | 6 | 6 |
OP-STR-017c-V2 | 6 | 6 |
OP-STR-043d-V2 | 6 | 6 |
OP-STR-045-V2 | 6 | 6 |
OP-NOMINAL-PARTICIPIAL-SINGLE-RESTRICTIVE-SINGULAR-V2 | 5 | 5 |
OP-RELCL-CONTACT-GAP-V2 | 5 | 5 |
OP-STR-072-V2b | 5 | 5 |
OP-STR-214-V2 | 5 | 5 |
OP-WANT-SUBJECT-CONTROL-DESIDERATIVE-V2 | 5 | 5 |
OP-SEM-COPULA-INSTANCE-OF-V2 | 4 | 4 |
OP-SEM-POLAR-QUESTION-SCOPE-V1 | 4 | 4 |
OP-STR-014-V2 | 4 | 4 |
OP-STR-014f-V2 | 4 | 4 |
OP-STR-015-V2 | 4 | 4 |
OP-STR-016c-where-V2 | 4 | 4 |
OP-STR-213-V2 | 4 | 4 |
OP-STR-215-V2 | 4 | 4 |
OP-STR-216c-V2 | 4 | 4 |
OP-STR-EPISTEMIC-ATTITUDE-V2 | 4 | 4 |
OP-STR-PARTICIPIAL-MEDIAL-CONTROLLED-V2 | 4 | 4 |
OP-ACTIVE-INSTRUMENTAL-PURPOSE-V2 | 3 | 3 |
OP-COMP-RELATIVE-PASSIVE-SINGLE-V2 | 3 | 3 |
OP-FACTIVE-COGNITION-FINITE-CONTENT-V2 | 3 | 3 |
OP-HOPE-FINITE-CONTENT-V2 | 3 | 3 |
OP-NOMINAL-PARTICIPIAL-SINGLE-RESTRICTIVE-PLURAL-V2 | 3 | 3 |
OP-OPEN-COMPLEMENT-IMPLICATIVE-CONTROL-V2 | 3 | 3 |
OP-SEM-APPOSITIVE-IDENTITY-DEFINITE-TITLE-V2 | 3 | 3 |
OP-SEM-DITRANSITIVE-TRANSFER-DOUBLE-OBJECT-V2 | 3 | 3 |
OP-SEM-IS-BY-V2 | 3 | 3 |
OP-SEM-UNIVERSAL-PASSIVE-SUBJECT-SELECTOR-V2 | 3 | 3 |
OP-SEM-UNIVERSAL-SUBJECT-SELECTOR-V2 | 3 | 3 |
OP-STR-118-V2a | 3 | 3 |
OP-STR-216b-V2 | 3 | 3 |
OP-TRY-SUBJECT-CONTROL-ATTEMPT-V2 | 3 | 3 |
OP-ADJECTIVAL-DISPOSITION-CONTROL-V2 | 2 | 2 |
OP-ASSISTIVE-CLAUSAL-SUBJECT-BARE-XCOMP-V2 | 2 | 2 |
OP-CAPTURE-HOW-FINITE-EMBEDDED-QUESTION-V2 | 2 | 2 |
OP-HAVE-TO-NECESSARY-ACTION-V2 | 2 | 2 |
OP-NEED-TO-NECESSARY-ACTION-V2 | 2 | 2 |
OP-NOMINAL-REDUCED-PASSIVE-ACL-RESTRICTIVE-AGENT-SINGULAR-V2 | 2 | 2 |
OP-NOMINAL-REDUCED-PASSIVE-ACL-RESTRICTIVE-SINGULAR-V2 | 2 | 2 |
OP-SEM-COPULA-LOCATED-IN-V2 | 2 | 2 |
OP-SEM-EXISTENTIAL-OBJECT-SELECTOR-V2 | 2 | 2 |
OP-SEM-NEGATIVE-SUBJECT-SELECTOR-V2 | 2 | 2 |
OP-SEM-PASSIVE-AGENT-V2 | 2 | 2 |
OP-SEM-PAST-PARTICIPLE-STATE-EVENT-AMBIGUITY-V2 | 2 | 2 |
OP-SEM-UNIVERSAL-OBJECT-SELECTOR-V2 | 2 | 2 |
OP-STR-043g-V2 | 2 | 2 |
OP-STR-043j-V2 | 2 | 2 |
OP-STR-045f-V2 | 2 | 2 |
OP-STR-070c-V2 | 2 | 2 |
OP-STR-216c-QUOTED-V2 | 2 | 2 |
OP-STR-219-V2 | 2 | 2 |
OP-ACL-NOMINAL-CONTROL-CONTENT-V2 | 1 | 1 |
OP-ADVCL-COPULAR-HERE-PURPOSE-V2 | 1 | 1 |
OP-APPEARANCE-PERFECT-RAISING-COORD-V2 | 1 | 1 |
OP-APPEARANCE-SEEMING-CCOMP-V2 | 1 | 1 |
OP-ARG-KEEP-OBJECT-PREDICATE-RESULT-STATE-V2 | 1 | 1 |
OP-ARG-PARALLEL-PREPOSITIONAL-OR-V2 | 1 | 1 |
OP-ASPECTUAL-ONSET-BEGIN-XCOMP-FINITE-CONJ-V2 | 1 | 1 |
OP-ASPECTUAL-ONSET-BEGIN-XCOMP-V2 | 1 | 1 |
OP-ASPECTUAL-ONSET-START-ING-XCOMP-V2 | 1 | 1 |
OP-ASPECTUAL-ONSET-START-TO-XCOMP-V2 | 1 | 1 |
OP-BE-TO-SCHEDULED-PASSIVE-ACTION-V2 | 1 | 1 |
OP-BECAUSE-OF-NOMINAL-CAUSE-V2 | 1 | 1 |
OP-CAPABILITY-ACTION-V2 | 1 | 1 |
OP-CCOMP-PERCEPTION-OBJECT-CONTROL-V2 | 1 | 1 |
OP-COMP-FRONT-EVEN-IF-CONCESSIVE-V2 | 1 | 1 |
OP-COMP-IMPERATIVE-COORDINATED-PURPOSE-V2 | 1 | 1 |
OP-COMP-NO-COMMA-COUNTERFACTUAL-IF-V2 | 1 | 1 |
OP-COMP-STABLE-COPULAR-PASSIVE-CONJUNCT-V2 | 1 | 1 |
OP-COMP-STABLE-COVER-HANDLING-XCOMP-V2 | 1 | 1 |
OP-COMP-STABLE-DROPS-ENABLING-XCOMP-V2 | 1 | 1 |
OP-COMP-STABLE-FRONTED-LOSING-FACING-V2 | 1 | 1 |
OP-COMP-STABLE-GO-SEE-PURPOSE-V2 | 1 | 1 |
OP-COMP-STABLE-STEP-UP-TO-JOIN-V2 | 1 | 1 |
OP-COMP-STABLE-STRANDED-FINITE-XCOMP-V2 | 1 | 1 |
OP-COMP-TRAILING-WHILE-GERUND-CONTROL-V2 | 1 | 1 |
OP-COPULAR-NOMINAL-EMBEDDED-QUESTION-V2 | 1 | 1 |
OP-COPULAR-NOT-BUT-CORRECTIVE-CONTRAST-V2 | 1 | 1 |
OP-DESPITE-NOMINAL-CONCESSION-V2 | 1 | 1 |
OP-EMBEDDED-HOW-TO-XCOMP-V2 | 1 | 1 |
OP-END-UP-RESULTATIVE-GERUND-V2 | 1 | 1 |
OP-EXPLAIN-HOW-TO-XCOMP-QUESTION-V2 | 1 | 1 |
OP-FACTIVE-CCOMP-TEMPORAL-WHEN-V2 | 1 | 1 |
OP-FIND-A-WAY-TO-CONTROL-V2 | 1 | 1 |
OP-GOAL-COPULAR-TO-TARGET-V2 | 1 | 1 |
OP-GOING-TO-PROSPECTIVE-ACTION-V2 | 1 | 1 |
OP-HAVE-FUN-GERUND-ACTIVITY-V2 | 1 | 1 |
OP-HAVE-TO-NECESSARY-ACTION-ROOT-COORD-CHAIN-V2 | 1 | 1 |
OP-HOPE-SUBJECT-CONTROL-ATTITUDE-V2 | 1 | 1 |
OP-HORTATIVE-LET-US-CONTENT-V2 | 1 | 1 |
OP-IMPERATIVE-BARE-LET-PERMITTED-V2 | 1 | 1 |
OP-INSTRUMENTAL-MEANS-GERUND-V2 | 1 | 1 |
OP-LEARN-SUBJECT-CONTROL-ACTION-V2 | 1 | 1 |
OP-NOMINAL-REDUCED-PASSIVE-ACL-ELABORATIVE-SINGULAR-V2 | 1 | 1 |
OP-NOMINAL-REDUCED-PASSIVE-ACL-RESTRICTIVE-AGENT-PLURAL-V2 | 1 | 1 |
OP-NOMINAL-REDUCED-PASSIVE-ACL-RESTRICTIVE-PLURAL-V2 | 1 | 1 |
OP-OBJECT-CONTROL-TRUST-QUESTION-ATTITUDE-V2 | 1 | 1 |
OP-ONLY-IF-BUT-NECESSARY-CONDITION-V2 | 1 | 1 |
OP-OPTATIVE-WISH-FINITE-PAST-CONTENT-V2 | 1 | 1 |
OP-OUGHT-TO-NECESSARY-ACTION-V2 | 1 | 1 |
OP-PAST-HABITUAL-USED-TO-ASPECT-V2 | 1 | 1 |
OP-PREFERENCE-SUBJECT-CONTROL-V2 | 1 | 1 |
OP-RELCL-OVERT-OBJECT-GAP-V2 | 1 | 1 |
OP-SAY-EXISTENTIAL-REPORTED-CONTENT-V2 | 1 | 1 |
OP-SEM-APPOSITIVE-ELABORATION-INDEFINITE-V2 | 1 | 1 |
OP-SEM-APPOSITIVE-IDENTITY-DEFINITE-NAME-V2 | 1 | 1 |
OP-SEM-APPOSITIVE-IDENTITY-POSSESSIVE-PERSON-V2 | 1 | 1 |
OP-SEM-COPULA-DEICTIC-SETTING-V2 | 1 | 1 |
OP-SEM-COPULA-LOCATED-ON-V2 | 1 | 1 |
OP-SEM-DITRANSITIVE-TRANSFER-TO-DATIVE-PREP-V2 | 1 | 1 |
OP-SEM-IMPERATIVE-COPULA-PROPERTY-V2 | 1 | 1 |
OP-SEM-MAJORITY-SUBJECT-SELECTOR-V2 | 1 | 1 |
OP-SEM-ORDINAL-OUTCOME-V1 | 1 | 1 |
OP-SEMANTIC-RESULT-CONTAINER-V2 | 1 | 1 |
OP-SHARED-MODAL-NWAY-COORDINATION-V2 | 1 | 1 |
OP-SHOW-FINITE-EVIDENTIAL-CONTENT-V2 | 1 | 1 |
OP-STOP-GERUND-CESSATION-PERFECT-V2 | 1 | 1 |
OP-STOP-GERUND-CESSATION-V2 | 1 | 1 |
OP-STR-013-COMP-EXPLICIT-SUBJECT-CONJ-V2 | 1 | 1 |
OP-STR-013c-V2 | 1 | 1 |
OP-STR-014-DO-NEG-V2 | 1 | 1 |
OP-STR-014-MODAL-CCOMP-ROOT-COORD-V2 | 1 | 1 |
OP-STR-014c-V2 | 1 | 1 |
OP-STR-014h-V2 | 1 | 1 |
OP-STR-014k-V2 | 1 | 1 |
OP-STR-015-v2-V2 | 1 | 1 |
OP-STR-043-BARE-PARTICIPIAL-SHARED-SUBJECT-V2 | 1 | 1 |
OP-STR-043J-COMMALESS-ONCE-V2 | 1 | 1 |
OP-STR-046-V2 | 1 | 1 |
OP-STR-216b-QUOTED-V2 | 1 | 1 |
OP-STR-CAUSAL-SO-ADVCL-V2 | 1 | 1 |
OP-STR-FRONTED-PARTICIPIAL-FINITE-CCOMP-V2 | 1 | 1 |
OP-STR-PARALLEL-FINITE-SVO-GAPPING-V2 | 1 | 1 |
OP-STR-PARATAXIS-V2 | 1 | 1 |
OP-STR-PASSIVE-CONJUNCT-OWNED-SUBJECT-V2 | 1 | 1 |
OP-STR-REPORTING-COMP-V2 | 1 | 1 |
OP-STR-SERIAL-PARENTHETICAL-DASH-COORD-V2 | 1 | 1 |
OP-STR-SERIAL-SHARED-SUBJECT-ADVCL-V2 | 1 | 1 |
OP-STR-SERIAL-SHARED-SUBJECT-NESTED-3-V2 | 1 | 1 |
OP-TEMP-CONTROLLED-AFTER-GERUND-V2 | 1 | 1 |
OP-TEMP-CONTROLLED-BEFORE-GERUND-V2 | 1 | 1 |
OP-UNSURE-HOW-TO-XCOMP-QUESTION-V2 | 1 | 1 |
Average and total changes in each source file.
| File | Average changes / sentence | Middle value | Total changes |
|---|---|---|---|
| avarisclari-ccby-2024:L98 | 15.0 | 15 | 15 |
| sivanea-ccby-2024:L34 | 14.0 | 14 | 14 |
| avarisclari-ccby-2024:L658 | 12.0 | 12 | 12 |
| tell-me-a-story-ccby-2024:L25310 | 11.0 | 11 | 11 |
| ai-research:L1012 | 10.0 | 10 | 10 |
| dig-unsettling-ccby-2026:L34 | 10.0 | 10 | 10 |
| dig-unsettling-ccby-2026:L43 | 10.0 | 10 | 10 |
| dig-unsettling-ccby-2026:L61 | 10.0 | 10 | 10 |
| five-minute-mysteries-pd-2026:L2877 | 10.0 | 10 | 10 |
| petr-hudecek-work-ccby-2015:L101 | 10.0 | 10 | 10 |
| petr-hudecek-work-ccby-2015:L127 | 10.0 | 10 | 10 |
| petr-hudecek-work-ccby-2015:L33 | 10.0 | 10 | 10 |
| sivanea-ccby-2024:L133 | 10.0 | 10 | 10 |
| formal-finally:L160 | 9.0 | 9 | 9 |
| internet:L5 | 9.0 | 9 | 9 |
| pratham-storyweaver-en-ccby-2024:L3878 | 9.0 | 9 | 9 |
| tell-me-a-story-ccby-2024:L812 | 9.0 | 9 | 9 |
| 1001-stories-cc0-2026:L131 | 8.0 | 8 | 8 |
| 1001-stories-cc0-2026:L280 | 8.0 | 8 | 8 |
| dig-unsettling-ccby-2026:L10 | 8.0 | 8 | 8 |
Last complete run: just now · full run