Record, CLM, bronze and silver
CLM-420382
Received 2026-02-04T23:43:23Z, line 55,440 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 | S | S | Unchanged |
| Last name | MEDINA | Medina | Changed |
| Date of birth | 06-04-1980 | 1980-04-06 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 18354051122 | 8354051122 | Parsed |
| — | — | Unchanged | |
| Address | ·- | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | - | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- emily|medina
- Address key
- —
- Canonical first
- emily
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 |
|---|---|---|---|---|
| ENR-126795 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010473
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Medina, 1980-04-06, 2 records, Verified
Evidence
Matched against ENR-126795
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically65ce5cf7f52026-10-22 12:43:54, scoring_agentidentity id MBR-010473, confidence 1, method probabilistic, matched record ENR-126795, policy version 1
- Record linked automaticallycbaf28af0c2026-10-19 19:54:38, scoring_agentidentity id MBR-010473, confidence 1, method probabilistic, matched record ENR-126795, policy version 1
- Record linked automatically42b8f9a6072026-10-19 19:52:09, scoring_agentidentity id MBR-010473, confidence 1, method probabilistic, matched record ENR-126795, policy version 1
- Record linked automaticallyd8e58dae812026-10-19 19:45:42, scoring_agentidentity id MBR-010473, confidence 1, method probabilistic, matched record ENR-126795, policy version 1
- Record linked automatically4cd807517e2026-10-19 19:32:31, scoring_agentidentity id MBR-010473, confidence 1, method probabilistic, matched record ENR-126795, policy version 1
- Record linked automatically88c2902d672026-10-19 19:31:28, matching_agentidentity id MBR-023441, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126743