Record, CLM, bronze and silver
CLM-427377
Received 2026-04-26T20:15:04Z, line 79,499 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 | BLACK | Black | Changed |
| Middle | — | — | Unchanged |
| Last name | JOCYE | Jocye | Changed |
| Date of birth | 20040408 | 2004-04-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7964 | •••-••-7964 | Unchanged |
| Phone | +1 515 544 0767 | 5155440767 | Parsed |
| JOYCE.BLACK36@PROTON.ME | joyce.black36@proton.me | Changed | |
| Address | 7526 Harbor Blvd | 7526 Harbor Blvd | Unchanged |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80263 | 80263 | Unchanged |
| Group | GRP-4243 | GRP-4243 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.90
- Name key
- black|jocye
- Address key
- 7526|harbor|80263
- Canonical first
- black
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
- Email lower-casedEmail lower-cased
- 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-135873 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027876
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Joyce Black, 2004-04-08, 2 records, Verified
Evidence
Matched against ENR-135873
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfd75c9846b2026-10-22 12:43:54, scoring_agentidentity id MBR-027876, confidence 0.98, method probabilistic, matched record ENR-135873, policy version 1
- Record linked automatically238ae86c3b2026-10-19 19:54:38, scoring_agentidentity id MBR-027876, confidence 0.98, method probabilistic, matched record ENR-135873, policy version 1
- Record linked automaticallyc289c9b0ae2026-10-19 19:52:09, scoring_agentidentity id MBR-027876, confidence 0.98, method probabilistic, matched record ENR-135873, policy version 1
- Record linked automatically75a4733d3e2026-10-19 19:45:42, scoring_agentidentity id MBR-027876, confidence 0.98, method probabilistic, matched record ENR-135873, policy version 1
- Record linked automatically6dcabf89f72026-10-19 19:32:31, scoring_agentidentity id MBR-027876, confidence 0.98, method probabilistic, matched record ENR-135873, policy version 1
- Record linked automatically9119e9c30d2026-10-19 19:31:28, matching_agentidentity id MBR-019005, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62042