Record, CLM, bronze and silver
CLM-407078
Received 2026-09-09T15:52:58Z, line 62,930 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 | danille | Danille | Changed |
| Middle | N | N | Unchanged |
| Last name | pierce | Pierce | Changed |
| Date of birth | 11/16/1956 | 1956-11-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-91432-68 | UHC-91432-68 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | +1 771 684 6961 | 7716846961 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-4951 | GRP-4951 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- danille|pierce
- Address key
- —
- Canonical first
- danille
Quality flags
4 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
- 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-22083 | 0.99 | Scored | — | Auto-linked |
| TPA-53101 | 0.99 | Scored | — | Auto-linked |
| ENR-109250 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109249 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407077 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005376
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Danielle Pierce, 1956-11-16, 6 records, Verified
Evidence
Matched against PRV-22083
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically65740d15852026-10-19 19:54:38, scoring_agentidentity id MBR-005376, confidence 0.991, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automaticallyac1111988f2026-10-19 19:52:08, scoring_agentidentity id MBR-005376, confidence 0.991, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automatically652756fb462026-10-19 19:45:42, scoring_agentidentity id MBR-005376, confidence 0.991, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automatically727400bda02026-10-19 19:32:31, scoring_agentidentity id MBR-005376, confidence 0.991, method probabilistic, matched record PRV-22083, policy version 1
- Record linked automatically67966d805b2026-10-19 19:31:28, matching_agentidentity id MBR-026073, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109274