Record, CLM, bronze and silver
CLM-402685
Received 2026-07-17T11:17:18Z, line 6,295 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 | JOHNSON | Johnson | Changed |
| Date of birth | 1978-06-01 | 1978-06-01 | Unchanged |
| Gender | ···· | — | Unchanged |
| Member ID | UHC-64630-40 | UHC-64630-40 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 533-956-4622 | 5339564622 | Parsed |
| NULL | — | Cleared | |
| Address | ·2676 GRAND AVENUE | 2676 Grand Ave | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33681 | 33681 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- deborah|johnson
- Address key
- 2676|grand|33681
- Canonical first
- deborah
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
- City re-casedCity re-cased to Title Case
- 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-51153 | 1.00 | Scored | — | Auto-linked |
| ENR-103444 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016057
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Johnson, 1978-06-01, 3 records, Verified
Evidence
Matched against TPA-51153
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically572e4ea5d42026-10-19 19:54:38, scoring_agentidentity id MBR-016057, confidence 1, method probabilistic, matched record TPA-51153, policy version 1
- Record linked automaticallyff94a0bce22026-10-19 19:52:09, scoring_agentidentity id MBR-016057, confidence 1, method probabilistic, matched record TPA-51153, policy version 1
- Record linked automatically83c323d9362026-10-19 19:45:42, scoring_agentidentity id MBR-016057, confidence 1, method probabilistic, matched record TPA-51153, policy version 1
- Record linked automatically79167db2d62026-10-19 19:32:31, scoring_agentidentity id MBR-016057, confidence 1, method probabilistic, matched record TPA-51153, policy version 1
- Record linked automaticallya63ecbd3c92026-10-19 19:31:28, scoring_agentidentity id MBR-008468, confidence 1, method probabilistic, matched record PRV-20815, policy version 1