Record, CLM, bronze and silver
CLM-402889
Received 2026-08-02T21:40:15Z, line 88,436 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 | ·NICOLE | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 2003-05-18 | 2003-05-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-48733-28 | UHC-48733-28 | Unchanged |
| SSN | •••-••-1494 | •••-••-1494 | Unchanged |
| Phone | 851-956-4272 | 8519564272 | Parsed |
| - | — | Cleared | |
| Address | ·5141 Market St | 5141 Market St | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78769 | 78769 | Unchanged |
| Group | GRP-1442 | GRP-1442 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- nicole|pierce
- Address key
- 5141|market|78769
- Canonical first
- nicole
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-51238 | 1.00 | Scored | — | Auto-linked |
| ENR-103731 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040445
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Pierce, 2003-05-18, 3 records, Verified
Evidence
Matched against TPA-51238
| 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 automatically4fa5b782b82026-10-22 12:43:55, scoring_agentidentity id MBR-040445, confidence 1, method probabilistic, matched record TPA-51238, policy version 1
- Record linked automatically6f11dae5f02026-10-19 19:54:39, scoring_agentidentity id MBR-040445, confidence 1, method probabilistic, matched record TPA-51238, policy version 1
- Record linked automaticallyff9a3da8c22026-10-19 19:52:09, scoring_agentidentity id MBR-040445, confidence 1, method probabilistic, matched record TPA-51238, policy version 1
- Record linked automatically85fc30d5cb2026-10-19 19:45:42, scoring_agentidentity id MBR-040445, confidence 1, method probabilistic, matched record TPA-51238, policy version 1
- Record linked automaticallycdbcf305ff2026-10-19 19:32:31, scoring_agentidentity id MBR-040445, confidence 1, method probabilistic, matched record TPA-51238, policy version 1