Record, CLM, bronze and silver
CLM-416154
Received 2026-04-21T10:46:47Z, line 96,331 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 | priya | Priya | Changed |
| Middle | — | — | Unchanged |
| Last name | weelch·· | Weelch | Changed |
| Date of birth | 19910820 | 1991-08-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-2186 | •••-••-2186 | Unchanged |
| Phone | +1 899 593 6937 | 8995936937 | Parsed |
| — | — | Unchanged | |
| Address | 8413 OCEAN AVENUE | 8413 Ocean Ave | Changed |
| City | Nashville | Nashville | Unchanged |
| State | tn | TN | Changed |
| ZIP | 37244 | 37244 | Unchanged |
| Group | GRP-4390 | GRP-4390 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.72
- Name key
- priya|weelch
- Address key
- 8413|ocean|37244
- Canonical first
- priya
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-416156 | 0.99 | Scored | — | Auto-linked |
| ENR-121263 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-121264 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416155 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018793
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Priya Welch, 1991-08-20, 5 records, Verified
Evidence
Matched against CLM-416156
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1ff61665792026-10-22 12:43:54, scoring_agentidentity id MBR-018793, confidence 0.992, method probabilistic, matched record CLM-416156, policy version 1
- Record linked automatically8d941a9abc2026-10-19 19:54:38, scoring_agentidentity id MBR-018793, confidence 0.992, method probabilistic, matched record CLM-416156, policy version 1
- Record linked automaticallyef79f1422f2026-10-19 19:52:09, scoring_agentidentity id MBR-018793, confidence 0.992, method probabilistic, matched record CLM-416156, policy version 1
- Record linked automaticallycc57056a782026-10-19 19:45:42, scoring_agentidentity id MBR-018793, confidence 0.992, method probabilistic, matched record CLM-416156, policy version 1
- Record linked automaticallyf8dbb846512026-10-19 19:32:31, scoring_agentidentity id MBR-018793, confidence 0.992, method probabilistic, matched record CLM-416156, policy version 1
- Record linked automatically41f50b24cf2026-10-19 19:31:28, matching_agentidentity id MBR-021182, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57018