Record, CLM, bronze and silver
CLM-414448
Received 2026-05-03T05:41:31Z, line 43,676 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 | EMILY | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | WELS·· | Wels | Changed |
| Date of birth | 3/28/1971 | 1971-03-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7897 | •••-••-7897 | Parsed |
| Phone | (879) 824-0310 | 8798240310 | Parsed |
| — | — | Unchanged | |
| Address | 2695 MOUNTAIN VIEW DRIVE | 2695 Mountain View Dr | Changed |
| City | San Diego | San Diego | Unchanged |
| State | California | CA | Changed |
| ZIP | 92155·· | 92155 | Changed |
| Group | null | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.46
- Name key
- emily|wels
- Address key
- 2695|mountain view|92155
- Canonical first
- emily
Quality flags
9 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-24236 | 0.99 | Scored | — | Auto-linked |
| TPA-56372 | 0.99 | Scored | — | Auto-linked |
| ENR-119022 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007218
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emily Wells, 1971-03-28, 4 records, Verified
Evidence
Matched against TPA-56372
| 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
5 hash-chained entries for this record
- Record linked automatically533c1392842026-10-19 19:54:38, scoring_agentidentity id MBR-007218, confidence 0.991, method probabilistic, matched record TPA-56372, policy version 1
- Record linked automatically4fdd25e3852026-10-19 19:52:09, scoring_agentidentity id MBR-007218, confidence 0.991, method probabilistic, matched record TPA-56372, policy version 1
- Record linked automaticallyd567f81c122026-10-19 19:45:42, scoring_agentidentity id MBR-007218, confidence 0.991, method probabilistic, matched record TPA-56372, policy version 1
- Record linked automatically68515ed2152026-10-19 19:32:31, scoring_agentidentity id MBR-007218, confidence 0.991, method probabilistic, matched record TPA-56372, policy version 1
- Record linked automatically4f3d22b8592026-10-19 19:31:28, matching_agentidentity id MBR-000345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24248