Record, CLM, bronze and silver
CLM-431075
Received 2026-07-02T13:31:22Z, line 9,213 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 | BRENDA | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | 19930215 | 1993-02-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| - | — | Cleared | |
| Address | 7814 WILLOW COURT | 7814 Willow Ct | Changed |
| City | Columbus | Columbus | Unchanged |
| State | Ohio | OH | Changed |
| ZIP | 43217 | 43217 | Unchanged |
| Group | GRP-4387 | GRP-4387 | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.62
- Name key
- brenda|carpenter
- Address key
- 7814|willow|43217
- Canonical first
- brenda
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-431074 | 1.00 | Scored | — | Auto-linked |
| CLM-431073 | 1.00 | Scored | — | Auto-linked |
| CLM-431072 | 1.00 | Scored | — | Auto-linked |
| ENR-140806 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025314
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Carpenter, 1993-02-15, 5 records, Verified
Evidence
Matched against CLM-431072
| 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 automaticallyadd7fb6ca12026-10-22 12:43:54, scoring_agentidentity id MBR-025314, confidence 1, method probabilistic, matched record CLM-431072, policy version 1
- Record linked automatically240bb8b61c2026-10-19 19:54:38, scoring_agentidentity id MBR-025314, confidence 1, method probabilistic, matched record CLM-431072, policy version 1
- Record linked automatically8e40ddc9bb2026-10-19 19:52:09, scoring_agentidentity id MBR-025314, confidence 1, method probabilistic, matched record CLM-431072, policy version 1
- Record linked automatically62e6028cab2026-10-19 19:45:42, scoring_agentidentity id MBR-025314, confidence 1, method probabilistic, matched record CLM-431072, policy version 1
- Record linked automaticallye89bf7ce792026-10-19 19:32:31, scoring_agentidentity id MBR-025314, confidence 1, method probabilistic, matched record CLM-431072, policy version 1
- Record linked automaticallyd136c592aa2026-10-19 19:31:28, scoring_agentidentity id MBR-024195, confidence 0.993, method probabilistic, matched record CLM-431073, policy version 1