Record, CLM, bronze and silver
CLM-404751
Received 2026-07-09T23:43:49Z, line 94,740 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 | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Bowman | Bowman | Unchanged |
| Date of birth | 19781216 | 1978-12-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·null | — | Cleared |
| SSN | •••-••-4606 | •••-••-4606 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 3795 LINCOLN WAY | 3795 Lincoln Way | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33683-4209 | 33683 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- nicole|bowman
- Address key
- 3795|lincoln|33683
- Canonical first
- nicole
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-52078 | 1.00 | Scored | — | Auto-linked |
| CLM-404752 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012861
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Bowman, 1978-12-16, 3 records, Verified
Evidence
Matched against CLM-404752
| 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 automaticallya7212fadc72026-10-22 12:43:54, scoring_agentidentity id MBR-012861, confidence 1, method probabilistic, matched record CLM-404752, policy version 1
- Record linked automatically59083793592026-10-19 19:54:38, scoring_agentidentity id MBR-012861, confidence 1, method probabilistic, matched record CLM-404752, policy version 1
- Record linked automaticallya6d85e47e92026-10-19 19:52:09, scoring_agentidentity id MBR-012861, confidence 1, method probabilistic, matched record CLM-404752, policy version 1
- Record linked automatically7b42514ee02026-10-19 19:45:42, scoring_agentidentity id MBR-012861, confidence 1, method probabilistic, matched record CLM-404752, policy version 1
- Record linked automatically28713ad93e2026-10-19 19:32:31, scoring_agentidentity id MBR-012861, confidence 1, method probabilistic, matched record CLM-404752, policy version 1
- Record linked automatically85ece996cb2026-10-19 19:31:28, scoring_agentidentity id MBR-029976, confidence 1, method probabilistic, matched record TPA-52121, policy version 1