Record, CLM , bronze and silver
CLM-405223
Received 2026-09-06T21:29:24Z, line 92,144 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LISA | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | WELCH·· | Welch | Changed |
| Date of birth | 19750328 | 1975-03-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9740 | •••-••-9740 | Unchanged |
| Phone | 632-797-5083 | 6327975083 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1834 | GRP-1834 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.90
- Name key
- lisa|welch
- Address key
- —
- Canonical first
- lisa
Quality flags
5 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
- 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-405222 | 0.98 | Scored | — | Auto-linked |
| ENR-106843 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011775
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lsa Welch, 1975-03-28, 3 records, Verified
Evidence
Matched against CLM-405222
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1b86ec03b12026-10-22 12:43:54, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405222, policy version 1
- Record linked automatically4343a3dfb52026-10-19 19:54:38, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405222, policy version 1
- Record linked automatically589dba4eba2026-10-19 19:52:09, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405222, policy version 1
- Record linked automatically3b148bb78c2026-10-19 19:45:42, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405222, policy version 1
- Record linked automatically4a86f9b5b32026-10-19 19:32:31, scoring_agentidentity id MBR-011775, confidence 0.979, method probabilistic, matched record CLM-405222, policy version 1
- Record linked automaticallye33165d0172026-10-19 19:31:28, scoring_agentidentity id MBR-028138, confidence 1, method probabilistic, matched record CLM-405222, policy version 1