Record, CLM, bronze and silver
CLM-419995
Received 2026-10-13T05:36:54Z, line 32,595 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 | DEBRA | Debra | Changed |
| Middle | H | H | Unchanged |
| Last name | ·CLEMAN | Cleman | Changed |
| Date of birth | 03/28/72 | 1972-03-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 6947 Ocean Ave | 6947 Ocean Ave | Unchanged |
| City | TEMPE | Tempe | Changed |
| State | az | AZ | Changed |
| ZIP | ·85277 | 85277 | Changed |
| Group | GRP-7972 | GRP-7972 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- debra|cleman
- Address key
- 6947|ocean|85277
- Canonical first
- debra
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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-419994 | 0.98 | Scored | — | Auto-linked |
| ENR-126348 | 0.92 | Scored | — | Auto-linked |
| ENR-126347 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007999
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Debra Coleman, 1972-03-28, 4 records, Verified
Evidence
Matched against CLM-419994
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 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 automaticallyf84e1426cc2026-10-19 19:54:38, scoring_agentidentity id MBR-007999, confidence 0.981, method probabilistic, matched record CLM-419994, policy version 1
- Record linked automatically6c8c6e7a822026-10-19 19:52:09, scoring_agentidentity id MBR-007999, confidence 0.981, method probabilistic, matched record CLM-419994, policy version 1
- Record linked automatically4c1bdc627c2026-10-19 19:45:42, scoring_agentidentity id MBR-007999, confidence 0.981, method probabilistic, matched record CLM-419994, policy version 1
- Record linked automaticallyb1058cadbd2026-10-19 19:32:31, scoring_agentidentity id MBR-007999, confidence 0.981, method probabilistic, matched record CLM-419994, policy version 1
- Record linked automatically05162a07622026-10-19 19:31:28, matching_agentidentity id MBR-000238, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419996