Record, CLM, bronze and silver
CLM-429692
Received 2026-06-10T10:02:18Z, line 77,802 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ashely O | Ashely | Changed |
| Middle | ·· | O | Changed |
| Last name | ryan | Ryan | Changed |
| Date of birth | 1981-05-26 | 1981-05-26 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-5485 | •••-••-5485 | Unchanged |
| Phone | +1 235 984 3599 | 2359843599 | Parsed |
| — | — | Unchanged | |
| Address | 5777 Grand Avenue | 5777 Grand Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93780-9179 | 93780 | Changed |
| Group | NULL | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- ashely|ryan
- Address key
- 5777|grand|93780
- Canonical first
- ashely
Quality flags
7 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-138952 | 0.85 | Scored | — | Auto-linked |
| CLM-429691 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023836
- Method
- Scored
- Confidence
- 0.85
- Rule
- weighted score, no rule
Golden record: Ashley Ryan, 1982-05-26, 3 records, Verified
Evidence
Matched against ENR-138952
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically59e88df8702026-10-19 19:54:38, scoring_agentidentity id MBR-023836, confidence 0.853, method probabilistic, matched record ENR-138952, policy version 1
- Record linked automatically6c09d188ec2026-10-19 19:52:09, scoring_agentidentity id MBR-023836, confidence 0.853, method probabilistic, matched record ENR-138952, policy version 1
- Record linked automatically5b9f712c312026-10-19 19:45:42, scoring_agentidentity id MBR-023836, confidence 0.853, method probabilistic, matched record ENR-138952, policy version 1
- Record linked automatically00aa344d082026-10-19 19:32:31, scoring_agentidentity id MBR-023836, confidence 0.853, method probabilistic, matched record ENR-138952, policy version 1
- Record linked automatically02c1e32b692026-10-19 19:31:28, matching_agentidentity id MBR-018051, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139218