Record, CLM, bronze and silver
CLM-418671
Received 2026-05-22T23:57:06Z, line 45,942 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 | PAMELA | Pamela | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMS | Sims | Changed |
| Date of birth | 2003-07-07 | 2003-07-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-11226-34 | UHC-11226-34 | Unchanged |
| SSN | •••-••-2548 | •••-••-2548 | Unchanged |
| Phone | (641) 745-2159 | 6417452159 | Parsed |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | ·UNKNOWN | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- pamela|sims
- Address key
- —
- Canonical first
- pamela
Quality flags
4 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
- 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-58252 | 1.00 | Scored | — | Auto-linked |
| ENR-124566 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023954
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Pamela Sims, 2003-07-07, 3 records, Verified
Evidence
Matched against TPA-58252
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically37d0b0204a2026-10-22 12:43:54, scoring_agentidentity id MBR-023954, confidence 1, method probabilistic, matched record TPA-58252, policy version 1
- Record linked automatically4a06a868c52026-10-19 19:54:38, scoring_agentidentity id MBR-023954, confidence 1, method probabilistic, matched record TPA-58252, policy version 1
- Record linked automaticallyd56c73dd672026-10-19 19:52:09, scoring_agentidentity id MBR-023954, confidence 1, method probabilistic, matched record TPA-58252, policy version 1
- Record linked automatically6fc2e439ea2026-10-19 19:45:42, scoring_agentidentity id MBR-023954, confidence 1, method probabilistic, matched record TPA-58252, policy version 1
- Record linked automaticallyec63cd9af42026-10-19 19:32:31, scoring_agentidentity id MBR-023954, confidence 1, method probabilistic, matched record TPA-58252, policy version 1
- Record linked automatically07cd13e47c2026-10-19 19:31:28, matching_agentidentity id MBR-012300, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25442