Record, CLM, bronze and silver
CLM-406020
Received 2026-08-31T19:33:25Z, line 98,429 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 | JACK | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHERDS | Richerds | Changed |
| Date of birth | 19600118 | 1960-01-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC9644175 | UHC-96441-75 | Parsed |
| SSN | - | — | Cleared |
| Phone | 934-737-8156 | 9347378156 | Parsed |
| N/A | — | Cleared | |
| Address | ·9467 Valley View Drive | 9467 Valley View Dr | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78229 | 78229 | Unchanged |
| Group | GRP-8002 | GRP-8002 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- john|richerds
- Address key
- 9467|valley view|78229
- Canonical first
- john
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038017
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: John Richards, 1960-01-18, 3 records, Verified
Evidence
Matched against TPA-52677
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2455076d762026-10-19 19:54:39, scoring_agentidentity id MBR-038017, confidence 0.991, method probabilistic, matched record TPA-52677, policy version 1
- Record linked automaticallyd5a02431312026-10-19 19:52:09, scoring_agentidentity id MBR-038017, confidence 0.991, method probabilistic, matched record TPA-52677, policy version 1
- Record linked automatically6f4984ed372026-10-19 19:45:42, scoring_agentidentity id MBR-038017, confidence 0.991, method probabilistic, matched record TPA-52677, policy version 1
- Record linked automaticallya6f4d3b2fb2026-10-19 19:32:31, scoring_agentidentity id MBR-038017, confidence 0.991, method probabilistic, matched record TPA-52677, policy version 1
- Record linked automaticallydd4488554d2026-10-19 19:31:28, scoring_agentidentity id MBR-012711, confidence 1, method probabilistic, matched record CLM-406021, policy version 1