Record, CLM, bronze and silver
CLM-409489
Received 2026-06-25T01:53:59Z, line 83,162 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 | MARIANA | Mariana | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSON | Johnson | Changed |
| Date of birth | 1997-03-21·· | 1997-03-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC6027616 | UHC-60276-16 | Parsed |
| SSN | •••-••-4031 | •••-••-4031 | Unchanged |
| Phone | ·4404821064 | 4404821064 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO·· | CORE-HMO | Changed |
- Quality score
- 0.92
- Name key
- mariana|johnson
- Address key
- —
- Canonical first
- mariana
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| PRV-22769 | 1.00 | Scored | — | Auto-linked |
| PRV-22771 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409490 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22770 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409491 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031686
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mariana Johnson, 1997-03-21, 6 records, Verified
Evidence
Matched against PRV-22769
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically30b619d8382026-10-19 19:54:38, scoring_agentidentity id MBR-031686, confidence 1, method probabilistic, matched record PRV-22769, policy version 1
- Record linked automatically461c4c3cca2026-10-19 19:52:09, scoring_agentidentity id MBR-031686, confidence 1, method probabilistic, matched record PRV-22769, policy version 1
- Record linked automatically80e39a4fe12026-10-19 19:45:42, scoring_agentidentity id MBR-031686, confidence 1, method probabilistic, matched record PRV-22769, policy version 1
- Record linked automatically9ef6b9ed2a2026-10-19 19:32:31, scoring_agentidentity id MBR-031686, confidence 1, method probabilistic, matched record PRV-22769, policy version 1
- Record linked automaticallyeaf5e038862026-10-19 19:31:28, scoring_agentidentity id MBR-034252, confidence 1, method probabilistic, matched record TPA-54223, policy version 1