Record, CLM, bronze and silver
CLM-428100
Received 2026-08-21T14:29:12Z, line 87,154 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 | DEBORAH | Deborah | Changed |
| Middle | — | — | Unchanged |
| Last name | FOX | Fox | Changed |
| Date of birth | 1982-06-04 | 1982-06-04 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC4025790 | UHC-40257-90 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | 3808 Highland Avenue | 3808 Highland Ave | Changed |
| City | Houston | Houston | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 77059 | 77059 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- deborah|fox
- Address key
- 3808|highland|77059
- Canonical first
- deborah
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-62414 | 1.00 | Scored | — | Auto-linked |
| TPA-62415 | 1.00 | Scored | — | Auto-linked |
| ENR-136843 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136842 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025178
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Fox, 1982-06-04, 5 records, Verified
Evidence
Matched against TPA-62415
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically63ece85d8a2026-10-19 19:54:38, scoring_agentidentity id MBR-025178, confidence 1, method probabilistic, matched record TPA-62415, policy version 1
- Record linked automatically47edebec192026-10-19 19:52:09, scoring_agentidentity id MBR-025178, confidence 1, method probabilistic, matched record TPA-62415, policy version 1
- Record linked automaticallyb69605fe112026-10-19 19:45:42, scoring_agentidentity id MBR-025178, confidence 1, method probabilistic, matched record TPA-62415, policy version 1
- Record linked automatically4beae7275c2026-10-19 19:32:31, scoring_agentidentity id MBR-025178, confidence 1, method probabilistic, matched record TPA-62415, policy version 1
- Record linked automatically75e80bdc032026-10-19 19:31:28, scoring_agentidentity id MBR-019868, confidence 1, method probabilistic, matched record CLM-428101, policy version 1