Record, CLM, bronze and silver
CLM-414751
Received 2026-02-13T03:54:01Z, line 60,371 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 | lopez | Lopez | Changed |
| Date of birth | 1968-10-05 | 1968-10-05 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2753 | •••-••-2753 | Unchanged |
| Phone | ···· | — | Unchanged |
| null | — | Cleared | |
| Address | 8639 Highland Ave Apt 33 | 8639 Highland Ave Apt 33 | Unchanged |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43244-8305 | 43244 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.64
- Name key
- juan|lopez
- Address key
- 8639|highland|43244
- Canonical first
- juan
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-56501 | 1.00 | Scored | — | Auto-linked |
| ENR-119403 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012669
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Lopez, 1968-10-05, 4 records, Verified
Evidence
Matched against TPA-56501
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically8d9d43772f2026-10-22 12:43:54, scoring_agentidentity id MBR-012669, confidence 1, method probabilistic, matched record TPA-56501, policy version 1
- Record linked automatically6c65e5814a2026-10-19 19:54:38, scoring_agentidentity id MBR-012669, confidence 1, method probabilistic, matched record TPA-56501, policy version 1
- Record linked automatically416d7d1e022026-10-19 19:52:09, scoring_agentidentity id MBR-012669, confidence 1, method probabilistic, matched record TPA-56501, policy version 1
- Record linked automaticallyc3462035d12026-10-19 19:45:42, scoring_agentidentity id MBR-012669, confidence 1, method probabilistic, matched record TPA-56501, policy version 1
- Record linked automatically188d9f4d122026-10-19 19:32:31, scoring_agentidentity id MBR-012669, confidence 1, method probabilistic, matched record TPA-56501, policy version 1
- Record linked automatically6780fbee2e2026-10-19 19:31:28, scoring_agentidentity id MBR-008529, confidence 1, method probabilistic, matched record TPA-56407, policy version 1