Record, CLM, bronze and silver
CLM-422323
Received 2026-04-19T20:23:00Z, line 49,979 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 | Heather | Heather | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cox | Cox | Unchanged |
| Date of birth | 1957-09-25 | 1957-09-25 | Unchanged |
| Gender | ·Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (634) 818-2128 | 6348182128 | Parsed |
| — | — | Unchanged | |
| Address | 613 Ridge Rd | 613 Ridge Rd | Unchanged |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | ·90008 | 90008 | Changed |
| Group | GRP-2435 | GRP-2435 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- heather|cox
- Address key
- 613|ridge|90008
- Canonical first
- heather
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-59812 | 1.00 | Scored | — | Auto-linked |
| CLM-422322 | 1.00 | Scored | — | Auto-linked |
| TPA-59813 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013802
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Cox, 1957-09-25, 4 records, Verified
Evidence
Matched against CLM-422322
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically425b64d9f32026-10-19 19:54:38, scoring_agentidentity id MBR-013802, confidence 1, method probabilistic, matched record CLM-422322, policy version 1
- Record linked automatically956842d5ef2026-10-19 19:52:09, scoring_agentidentity id MBR-013802, confidence 1, method probabilistic, matched record CLM-422322, policy version 1
- Record linked automatically68c079a0e72026-10-19 19:45:42, scoring_agentidentity id MBR-013802, confidence 1, method probabilistic, matched record CLM-422322, policy version 1
- Record linked automatically7ab5718e842026-10-19 19:32:31, scoring_agentidentity id MBR-013802, confidence 1, method probabilistic, matched record CLM-422322, policy version 1
- Record linked automatically583e1c160f2026-10-19 19:31:28, scoring_agentidentity id MBR-026280, confidence 1, method probabilistic, matched record TPA-59803, policy version 1