Record, CLM, bronze and silver
CLM-404720
Received 2026-07-03T14:43:14Z, line 89,079 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 | Karen | Karen | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Walker | Walker | Unchanged |
| Date of birth | 8/19/1965 | 1965-08-19 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-57736-99 | UHC-57736-99 | Unchanged |
| SSN | •••-••-7724 | •••-••-7724 | Unchanged |
| Phone | 445-539-6447 | 4455396447 | Parsed |
| karen.walker41@aol.com | karen.walker41@aol.com | Unchanged | |
| Address | 8920 Grand Avenue | 8920 Grand Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | ·80288 | 80288 | Changed |
| Group | GRP-4733 | GRP-4733 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- karen|walker
- Address key
- 8920|grand|80288
- Canonical first
- karen
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-52064 | 1.00 | Scored | — | Auto-linked |
| ENR-106219 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21366 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404719 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009878
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Walker, 1965-08-19, 4 records, Verified
Evidence
Matched against TPA-52064
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd7cdac15d02026-10-22 12:43:54, scoring_agentidentity id MBR-009878, confidence 1, method probabilistic, matched record TPA-52064, policy version 1
- Record linked automatically6dd735cca72026-10-19 19:54:38, scoring_agentidentity id MBR-009878, confidence 1, method probabilistic, matched record TPA-52064, policy version 1
- Record linked automatically1848a75c6b2026-10-19 19:52:09, scoring_agentidentity id MBR-009878, confidence 1, method probabilistic, matched record TPA-52064, policy version 1
- Record linked automaticallye60d36cc982026-10-19 19:45:42, scoring_agentidentity id MBR-009878, confidence 1, method probabilistic, matched record TPA-52064, policy version 1
- Record linked automaticallycf2e402cd22026-10-19 19:32:31, scoring_agentidentity id MBR-009878, confidence 1, method probabilistic, matched record TPA-52064, policy version 1
- Record linked automatically35be08f07f2026-10-19 19:31:28, scoring_agentidentity id MBR-004728, confidence 0.937, method probabilistic, matched record TPA-52100, policy version 1