Record, CLM, bronze and silver
CLM-406645
Received 2026-03-15T21:06:20Z , line 45,547 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 | Denise | Denise | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | King | King | Unchanged |
| Date of birth | 06/10/1989 | 1989-06-10 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL·· | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 9644256435 | 9644256435 | Unchanged |
| — | — | Unchanged | |
| Address | 1882 Forest Avenue | 1882 Forest Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85234 | 85234 | Unchanged |
| Group | GRP-0647 | GRP-0647 | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.64
- Name key
- denise|king
- Address key
- 1882|forest|85234
- Canonical first
- denise
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-406646 | 1.00 | Scored | — | Auto-linked |
| ENR-108686 | 1.00 | Scored | — | Auto-linked |
| CLM-406647 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019913
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise King, 1989-06-10, 4 records, Verified
Evidence
Matched against CLM-406646
| 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 automaticallyb162fcc1672026-10-22 12:43:54, scoring_agentidentity id MBR-019913, confidence 1, method probabilistic, matched record CLM-406646, policy version 1
- Record linked automaticallyace7a7ffb22026-10-19 19:54:38, scoring_agentidentity id MBR-019913, confidence 1, method probabilistic, matched record CLM-406646, policy version 1
- Record linked automaticallyca30e6f9112026-10-19 19:52:09, scoring_agentidentity id MBR-019913, confidence 1, method probabilistic, matched record CLM-406646, policy version 1
- Record linked automaticallyabff2c3b292026-10-19 19:45:42, scoring_agentidentity id MBR-019913, confidence 1, method probabilistic, matched record CLM-406646, policy version 1
- Record linked automatically87d64ddeba2026-10-19 19:32:31, scoring_agentidentity id MBR-019913, confidence 1, method probabilistic, matched record CLM-406646, policy version 1