Record, CLM, bronze and silver
CLM-410478
Received 2026-01-27T12:49:39Z, line 86,413 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 | marilyn | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | hill | Hill | Changed |
| Date of birth | 1991-04-08 | 1991-04-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-35136-12 | UHC-35136-12 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 8995 Desert Sky Boulevard | 8995 Desert Sky Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85792 | 85792 | Unchanged |
| Group | GRP-6054 | GRP-6054 | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.78
- Name key
- marilyn|hill
- Address key
- 8995|desert sky|85792
- Canonical first
- marilyn
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Plan code upper-casedPlan code upper-cased
- 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-54594 | 0.99 | Scored | — | Auto-linked |
| ENR-113759 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410480 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410479 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-54595 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008115
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marilyn Hill, 1991-04-08, 6 records, Verified
Evidence
Matched against TPA-54594
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically8c064dc5692026-10-19 19:54:38, scoring_agentidentity id MBR-008115, confidence 0.991, method probabilistic, matched record TPA-54594, policy version 1
- Record linked automatically537eeba3202026-10-19 19:52:09, scoring_agentidentity id MBR-008115, confidence 0.991, method probabilistic, matched record TPA-54594, policy version 1
- Record linked automatically20e47b41592026-10-19 19:45:42, scoring_agentidentity id MBR-008115, confidence 0.991, method probabilistic, matched record TPA-54594, policy version 1
- Record linked automaticallycf76c36f2c2026-10-19 19:32:31, scoring_agentidentity id MBR-008115, confidence 0.991, method probabilistic, matched record TPA-54594, policy version 1
- Record linked automatically1b2f1e28b12026-10-19 19:31:28, matching_agentidentity id MBR-031477, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-113849