Record, CLM, bronze and silver
CLM-413746
Received 2026-03-30T01:19:52Z, line 39,890 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 | HAROD·· | Harod | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 1984-03-24 | 1984-03-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-14045-71 | UHC-14045-71 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (638) 391-9662 | 6383919662 | Parsed |
| ···· | — | Unchanged | |
| Address | 259 Market Street | 259 Market St | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | California | CA | Changed |
| ZIP | 95818 | 95818 | Unchanged |
| Group | GRP-1653 | GRP-1653 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- harod|obrien
- Address key
- 259|market|95818
- Canonical first
- harod
Quality flags
6 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-56038 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022907
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harod Obrien, 1984-03-24, 2 records, Verified
Evidence
Matched against TPA-56038
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| 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 automaticallyd1189e7f212026-10-22 12:43:54, scoring_agentidentity id MBR-022907, confidence 0.996, method probabilistic, matched record TPA-56038, policy version 1
- Record linked automatically56c4de85182026-10-19 19:54:38, scoring_agentidentity id MBR-022907, confidence 0.996, method probabilistic, matched record TPA-56038, policy version 1
- Record linked automatically10108b4f742026-10-19 19:52:09, scoring_agentidentity id MBR-022907, confidence 0.996, method probabilistic, matched record TPA-56038, policy version 1
- Record linked automatically32d79a7fdb2026-10-19 19:45:42, scoring_agentidentity id MBR-022907, confidence 0.996, method probabilistic, matched record TPA-56038, policy version 1
- Record linked automatically951a6134932026-10-19 19:32:31, scoring_agentidentity id MBR-022907, confidence 0.996, method probabilistic, matched record TPA-56038, policy version 1