Record, CLM, bronze and silver
CLM-411827
Received 2026-01-10T21:27:21Z, line 54,225 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 | Juan·· | Juan | Changed |
| Middle | E | E | Unchanged |
| Last name | Freeman | Freeman | Unchanged |
| Date of birth | 1958-02-23 | 1958-02-23 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-45689-44 | UHC-45689-44 | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | ···· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 4017 FOREST AVE | 4017 Forest Ave | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32823 | 32823 | Unchanged |
| Group | GRP-4376 | GRP-4376 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- juan|freeman
- Address key
- 4017|forest|32823
- Canonical first
- juan
Quality flags
5 raised during normalisation
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-55216 | 1.00 | Scored | — | Auto-linked |
| TPA-55217 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411828 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003164
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Freeman, 1958-02-23, 4 records, Verified
Evidence
Matched against TPA-55216
| 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 automaticallyf2c4fc659d2026-10-22 12:43:53, scoring_agentidentity id MBR-003164, confidence 1, method probabilistic, matched record TPA-55216, policy version 1
- Record linked automaticallya8e71bb1982026-10-19 19:54:38, scoring_agentidentity id MBR-003164, confidence 1, method probabilistic, matched record TPA-55216, policy version 1
- Record linked automaticallyced8af28c52026-10-19 19:52:08, scoring_agentidentity id MBR-003164, confidence 1, method probabilistic, matched record TPA-55216, policy version 1
- Record linked automatically003d99e1962026-10-19 19:45:41, scoring_agentidentity id MBR-003164, confidence 1, method probabilistic, matched record TPA-55216, policy version 1
- Record linked automaticallya4c3a7a2192026-10-19 19:32:31, scoring_agentidentity id MBR-003164, confidence 1, method probabilistic, matched record TPA-55216, policy version 1