Record, CLM, bronze and silver
CLM-425761
Received 2026-10-15T23:12:41Z, line 58,912 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 | ELIZABETH | Elizabeth | Changed |
| Middle | — | — | Unchanged |
| Last name | WALKER | Walker | Changed |
| Date of birth | 19581119 | 1958-11-19 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-6177 | •••-••-6177 | Parsed |
| Phone | 446-313-9190 | 4463139190 | Parsed |
| NULL | — | Cleared | |
| Address | NULL | — | Cleared |
| City | -·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- elizabeth|walker
- Address key
- —
- Canonical first
- elizabeth
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| PRV-27584 | 1.00 | Scored | — | Auto-linked |
| PRV-27585 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-133688 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037540
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Elizabeth Walker, 1958-11-19, 4 records, Verified
Evidence
Matched against PRV-27584
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf917c670ae2026-10-19 19:54:39, scoring_agentidentity id MBR-037540, confidence 1, method probabilistic, matched record PRV-27584, policy version 1
- Record linked automatically501fdeadd42026-10-19 19:52:09, scoring_agentidentity id MBR-037540, confidence 1, method probabilistic, matched record PRV-27584, policy version 1
- Record linked automatically4e1c5728012026-10-19 19:45:42, scoring_agentidentity id MBR-037540, confidence 1, method probabilistic, matched record PRV-27584, policy version 1
- Record linked automaticallya7bcb9a3632026-10-19 19:32:31, scoring_agentidentity id MBR-037540, confidence 1, method probabilistic, matched record PRV-27584, policy version 1
- Record linked automaticallyfec5c1895f2026-10-19 19:31:28, scoring_agentidentity id MBR-006579, confidence 1, method probabilistic, matched record TPA-61348, policy version 1