Test evidence
Criterio CFO · The finance functionStatistical analysis of the tests
How Clara, Tomás and Áurea perform across 12 test rounds, with the margin of every result and each failure with its origin. It is regenerated from the repository’s evidence with every round.
Most recent complete round: 12

At a glance
The most recent round, round 12, partial, on 3 of the material's 33 entities: 27 of 27 seeded signals found (95% margin: 87.5–100%) and 0 extra; 625 of 625 data items extracted right (100%, 95% margin: 99.3–100%); and 1 of 1 control entities with no signal at all.
Across rounds 1–12, 382 of 382 signals found, 0 extra and 967 of 969 data items right. The rounds repeat the same material: they are not independent samples, and the margin is computed over each round's cases.
What was tested and how
On each entity, Clara, Tomás and Áurea run their setup and processing —the commands that process the documents and write the records—, with a token cap set before starting, on material whose key is kept apart and never seen. The other commands calculate on those records with the engine, which is tested on every change to the repository. Signals are compared by name and key; extraction, field by field, against what the written documents say. Control entities carry no seeded defect: any signal in them is a failure.
Coverage: of the seeded signals, how many were found. Precision: of those raised, how many were right. 95% margin: Wilson confidence interval over the cases.
- Rounds
- 12; the most recent, round 12, is partial
- Material
- Banking · Honduras, Retail · Honduras
- Control entities
- Control · Honduras
- Entity runs
- 45
- Seeded signals
- 382
- Data items graded
- 969
Cumulative results · rounds 1–12
| Measure | Cases | Result | 95% margin |
|---|---|---|---|
| Signals · coverage | 382 of 382 | 100% | 99–100% |
| Signals · precision | 382 of 382 | 100% | 99–100% |
| Extraction · data right | 967 of 969 | 99.8% | 99.2–100% |
| Control · with no signal | 15 of 15 | 100% | 79.6–100% |
Round by round
A round that does not run every entity is partial: the first, small one, before the complete one, or a verification round, which repeats the runs a fixed defect left pending.
| Round | Entities | Signals · coverage | Signals · precision | Extraction | Control with no signal | Tokens | Defects |
|---|---|---|---|---|---|---|---|
| 1 | 2 | 100% | 100% | 100% | 1 of 1 | 17.3 M | 3 |
| 2 | 6 | 100% | 100% | 98% | 2 of 2 | 53 M | 1 |
| 3 | 4 | 100% | 100% | 100% | 1 of 1 | 17.2 M | 3 |
| 4 | 9 | 100% | 100% | 100% | 3 of 3 | 38 M | 3 |
| 5 | 3 | 100% | 100% | 100% | 1 of 1 | 12.7 M | 0 |
| 6 | 3 | 100% | 100% | 100% | 1 of 1 | 13.2 M | 0 |
| 7 | 3 | 100% | 100% | 96% | 1 of 1 | 12.1 M | 1 |
| 8 | 3 | 100% | 100% | 100% | 1 of 1 | 12.3 M | 0 |
| 9 | 3 | 100% | 100% | 100% | 1 of 1 | 12.8 M | 0 |
| 10 | 3 | 100% | 100% | 100% | 1 of 1 | 12.7 M | 0 |
| 11 | 3 | 100% | 100% | 100% | 1 of 1 | 11.9 M | 0 |
| 12 | 3 | 100% | 100% | 100% | 1 of 1 | 14.4 M | 1 |
The most recent round · round 12
| Measure | Cases | Result | 95% margin |
|---|---|---|---|
| Signals · coverage | 27 of 27 | 100% | 87.5–100% |
| Signals · precision | 27 of 27 | 100% | 87.5–100% |
| Extraction · data right | 625 of 625 | 100% | 99.3–100% |
| Control · with no signal | 1 of 1 | 100% | 20.6–100% |
By industry and country · round 12
| Material | Agents | Signals | Extra | Extraction | Tokens |
|---|---|---|---|---|---|
| Banking · Honduras | Áurea, Clara, Tomás | 14 of 14 | 0 | 213 of 213 | 4.5 M |
| Retail · Honduras | Áurea, Clara, Tomás | 13 of 13 | 0 | 200 of 200 | 4.4 M |
| Control · Honduras | Áurea, Clara, Tomás | 0 of 0 | 0 | 212 of 212 | 5.5 M |
What failed, one by one · rounds 1–12
2 failures in 45 runs, each with the defect that explains it: its origin says whether the agent or the test failed. The figures are those of the original grading: 1 of those failures came from the test —the harness or the key—, not from the agent, and with the test fixed they grade as right.
| Round | Material | What | Where | Defect | Origin |
|---|---|---|---|---|---|
| 2 | Mining · Ecuador | Data item graded wrong | presupuesto · committee_commitments | CFO-4 | Test harness |
| 7 | Control · Brazil | Data item graded wrong | cierre · declared.status | — | — |
Defects
12 defects logged, each with its origin, its fix and the run that verified it: 12 verified and 0 to verify. 6 came from the material, the key or the test harness, not from the agents.
| Origin | Defects |
|---|---|
| Agent instructions | 4 |
| Test material | 3 |
| Test harness | 2 |
| Code | 2 |
| Grading key | 1 |
| Agent | Defects |
|---|---|
| Tomás | 6 |
| Clara | 5 |
| Áurea | 2 |
| None | 1 |
Cost and next step
The 12 rounds used 238.2 million tokens: 227.5 million in the graded runs and 10.7 in the ones repeated after fixing a defect. On average, 5.1 million per entity.
The material is synthetic. Whether a version is stable or laboratory is said by this evidence, not its number: stable, with the floor of the 95% margin at 95% or more for signals and data over each entity's most recent run, and no signal in the controls (decision 0020).
Where every figure comes from
The analysis is generated by scripts/analisis_familias.py from tests/evidencias/familias/cfo/, and the repository’s verification checks on every change that it says what the evidence says. This page publishes it without recomputing anything.