Record, CLM, bronze and silver
CLM-409459
Received 2026-03-02T22:35:14Z, line 4,541 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 | Justin | Justin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Shaw | Shaw | Unchanged |
| Date of birth | 07/27/1985 | 1985-07-27 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UHC2269454 | UHC-22694-54 | Parsed |
| SSN | •••-••-7486 | •••-••-7486 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 861 Ridge Road | 861 Ridge Rd | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-5284 | GRP-5284 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- justin|shaw
- Address key
- 861|ridge|dallas
- Canonical first
- justin
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-22763 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000729
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Justin Shaw, 1985-07-27, 2 records, Verified
Evidence
Matched against PRV-22763
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically8f6a29ed0a2026-10-22 12:43:52, scoring_agentidentity id MBR-000729, confidence 0.925, method probabilistic, matched record PRV-22763, policy version 1
- Record linked automatically77045a03ce2026-10-19 19:54:38, scoring_agentidentity id MBR-000729, confidence 0.925, method probabilistic, matched record PRV-22763, policy version 1
- Record linked automatically968a7c42bc2026-10-19 19:52:08, scoring_agentidentity id MBR-000729, confidence 0.925, method probabilistic, matched record PRV-22763, policy version 1
- Record linked automatically09b5e4245f2026-10-19 19:45:41, scoring_agentidentity id MBR-000729, confidence 0.925, method probabilistic, matched record PRV-22763, policy version 1
- Record linked automatically35291cda382026-10-19 19:32:31, scoring_agentidentity id MBR-000729, confidence 0.925, method probabilistic, matched record PRV-22763, policy version 1
- Record linked automatically7e18eb74922026-10-19 19:31:28, scoring_agentidentity id MBR-019176, confidence 1, method probabilistic, matched record CLM-409458, policy version 1