Record, CLM, bronze and silver
CLM-416944
Received 2026-09-16T11:17:34Z, line 39,144 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 | DOROTHY | Dorothy | Changed |
| Middle | — | — | Unchanged |
| Last name | PADILLA | Padilla | Changed |
| Date of birth | Feb 7, 1976 | 1976-02-07 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-5050 | •••-••-5050 | Unchanged |
| Phone | ·553-388-7437 | 5533887437 | Parsed |
| N/A | — | Cleared | |
| Address | null | — | Cleared |
| City | null·· | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.90
- Name key
- dorothy|padilla
- Address key
- —
- Canonical first
- dorothy
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-416942 | 0.98 | Scored | — | Auto-linked |
| ENR-122271 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416943 | 0.83 | Scored | — | Sent to steward |
| CLM-401324 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007320
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Dorothy Padilla, 1976-02-07, 4 records, Verified
Evidence
Matched against CLM-416942
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically18225b27632026-10-19 19:54:38, scoring_agentidentity id MBR-007320, confidence 0.982, method probabilistic, matched record CLM-416942, policy version 1
- Record linked automatically4c374a44762026-10-19 19:52:09, scoring_agentidentity id MBR-007320, confidence 0.982, method probabilistic, matched record CLM-416942, policy version 1
- Record linked automatically0899b163602026-10-19 19:45:42, scoring_agentidentity id MBR-007320, confidence 0.982, method probabilistic, matched record CLM-416942, policy version 1
- Record linked automatically46b2a3e4e72026-10-19 19:32:31, scoring_agentidentity id MBR-007320, confidence 0.982, method probabilistic, matched record CLM-416942, policy version 1
- Record linked automatically8a3527206d2026-10-19 19:31:28, scoring_agentidentity id MBR-024879, confidence 0.994, method probabilistic, matched record TPA-57400, policy version 1