Test evidence
Criterio CLO · Contracts and complianceStatistical analysis of the tests
How Fidel and Constanza 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 4 of the material's 43 entities: 22 of 22 seeded signals found (95% margin: 85.1–100%) and 0 extra; 569 of 569 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, 265 of 265 signals found, 0 extra and 7024 of 7043 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, Fidel and Constanza 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, Public entity · Honduras, Retail · Honduras
- Control entities
- Control · Honduras
- Entity runs
- 51
- Seeded signals
- 265
- Data items graded
- 7043
Cumulative results · rounds 1–12
| Measure | Cases | Result | 95% margin |
|---|---|---|---|
| Signals · coverage | 265 of 265 | 100% | 98.5–100% |
| Signals · precision | 265 of 265 | 100% | 98.5–100% |
| Extraction · data right | 7024 of 7043 | 99.7% | 99.5–99.9% |
| Control · with no signal | 16 of 16 | 100% | 80.6–100% |
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 | 3 | 100% | 100% | 98.5% | 2 of 2 | 19.1 M | 5 |
| 2 | 6 | 100% | 100% | 99.1% | 2 of 2 | 43.7 M | 4 |
| 3 | 2 | 100% | 100% | 99.6% | 1 of 1 | 11 M | 0 |
| 4 | 7 | 100% | 100% | 99.9% | 3 of 3 | 21.6 M | 1 |
| 5 | 4 | 100% | 100% | 99.8% | 2 of 2 | 12.1 M | 1 |
| 6 | 3 | 100% | 100% | 100% | 1 of 1 | 9.3 M | 1 |
| 7 | 7 | 100% | 100% | 99.7% | 0 of 0 | 13.5 M | 2 |
| 8 | 4 | 100% | 100% | 100% | 1 of 1 | 11.5 M | 0 |
| 9 | 4 | 100% | 100% | 100% | 1 of 1 | 11.9 M | 0 |
| 10 | 3 | 100% | 100% | 100% | 1 of 1 | 9.9 M | 0 |
| 11 | 4 | 100% | 100% | 100% | 1 of 1 | 12.6 M | 0 |
| 12 | 4 | 100% | 100% | 100% | 1 of 1 | 11.8 M | 0 |
The most recent round · round 12
| Measure | Cases | Result | 95% margin |
|---|---|---|---|
| Signals · coverage | 22 of 22 | 100% | 85.1–100% |
| Signals · precision | 22 of 22 | 100% | 85.1–100% |
| Extraction · data right | 569 of 569 | 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 | Constanza, Fidel | 10 of 10 | 0 | 132 of 132 | 3 M |
| Public entity · Honduras | Fidel | 2 of 2 | 0 | 152 of 152 | 1.9 M |
| Retail · Honduras | Constanza, Fidel | 10 of 10 | 0 | 153 of 153 | 3.3 M |
| Control · Honduras | Constanza, Fidel | 0 of 0 | 0 | 132 of 132 | 3.5 M |
What failed, one by one · rounds 1–12
19 failures in 51 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: 4 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 |
|---|---|---|---|---|---|
| 1 | Control · Colombia | Data item graded wrong | contratos/CTR-501 · obligations | CLO-4 | Agent instructions |
| 1 | Control · Colombia | Data item graded wrong | contratos/CTR-502 · obligations | CLO-4 | Agent instructions |
| 1 | Control · Colombia | Data item graded wrong | contratos/CTR-503 · obligations | CLO-4 | Agent instructions |
| 1 | Control · Colombia | Data item graded wrong | contratos/CTR-504 · obligations | CLO-4 | Agent instructions |
| 1 | Control · Colombia | Data item graded wrong | contratos/CTR-505 · obligations | CLO-4 | Agent instructions |
| 1 | Control · Colombia | Data item graded wrong | cumplimiento · new_rules | CLO-5 | Test harness |
| 2 | Banking · Colombia | Data item graded wrong | contratos/CTR-101 · obligations | CLO-9 | Test harness |
| 2 | Control · Colombia | Data item graded wrong | cumplimiento · declared.status | CLO-6 | Agent instructions |
| 2 | Control · Colombia | Data item graded wrong | cumplimiento · declared.date | CLO-6 | Agent instructions |
| 2 | Control · Colombia | Data item graded wrong | cumplimiento · declared.source | CLO-6 | Agent instructions |
| 2 | Control · Colombia | Data item graded wrong | cumplimiento · new_rules | CLO-6 | Agent instructions |
| 2 | Mining · Ecuador | Data item graded wrong | contratos/CTR-405 · signed_on | CLO-8 | Agent instructions |
| 2 | Mining · Ecuador | Data item graded wrong | contratos/CTR-405 · signatories | CLO-7 | Grading key |
| 3 | Control · Colombia | Data item graded wrong | contratos/CTR-501 · obligations | CLO-9 | Test harness |
| 4 | Control · Peru | Data item graded wrong | contratos/CTR-902 · obligations | CLO-10 | Agent instructions |
| 5 | Control · Mexico | Data item graded wrong | contratos/CTR-1502 · obligations | CLO-11 | Agent instructions |
| 7 | Public entity · Brazil | Data item graded wrong | contratos/CTR-2402 · public.system | CLO-14 | Agent instructions |
| 7 | Public entity · Brazil | Data item graded wrong | contratos/CTR-2402 · public.source | CLO-14 | Agent instructions |
| 7 | Public entity · Colombia | Data item graded wrong | contratos/CTR-1902 · end | — | — |
Defects
14 defects logged, each with its origin, its fix and the run that verified it: 14 verified and 0 to verify. 6 came from the material, the key or the test harness, not from the agents.
| Origin | Defects |
|---|---|
| Agent instructions | 6 |
| Test harness | 4 |
| Code | 2 |
| Grading key | 2 |
| Agent | Defects |
|---|---|
| Fidel | 8 |
| Constanza | 5 |
| None | 1 |
Cost and next step
The 12 rounds used 190.4 million tokens: 187.9 million in the graded runs and 2.4 in the ones repeated after fixing a defect. On average, 3.7 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/clo/, and the repository’s verification checks on every change that it says what the evidence says. This page publishes it without recomputing anything.