Record, CLM, bronze and silver
CLM-409574
Received 2026-07-06T00:02:38Z, line 11,678 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 | Changed |
| Middle | T | T | Unchanged |
| Last name | Welch | Welch | Unchanged |
| Date of birth | 04/06/1979 | 1979-04-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (208) 201-9606 | 2082019606 | Parsed |
| — | — | Unchanged | |
| Address | 4656 Pine Dr | 4656 Pine Dr | Unchanged |
| City | Fresno·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93790 | 93790 | Unchanged |
| Group | GRP-0795 | GRP-0795 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- heather|welch
- Address key
- 4656|pine|93790
- Canonical first
- heather
Quality flags
4 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
- 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-409575 | 1.00 | Scored | — | Auto-linked |
| CLM-409576 | 1.00 | Scored | — | Auto-linked |
| CLM-409573 | 0.99 | Scored | — | Auto-linked |
| CLM-409572 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037423
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Welch, 1979-04-06, 5 records, Verified
Evidence
Matched against CLM-409575
| 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
4 hash-chained entries for this record
- Record linked automaticallyd7c1f782cd2026-10-19 19:54:39, scoring_agentidentity id MBR-037423, confidence 1, method probabilistic, matched record CLM-409575, policy version 1
- Record linked automatically910f98ea982026-10-19 19:52:09, scoring_agentidentity id MBR-037423, confidence 1, method probabilistic, matched record CLM-409575, policy version 1
- Record linked automatically670d6d80692026-10-19 19:45:42, scoring_agentidentity id MBR-037423, confidence 1, method probabilistic, matched record CLM-409575, policy version 1
- Record linked automatically5dbaff57b32026-10-19 19:32:31, scoring_agentidentity id MBR-037423, confidence 1, method probabilistic, matched record CLM-409575, policy version 1