Record, CLM , bronze and silver
CLM-416955
Received 2026-01-06T12:17:43Z, line 12,815 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JANYCE | Janyce | Changed |
| Middle | — | — | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | 1984-04-20 | 1984-04-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | 786-777-5858 | 7867775858 | Parsed |
| ·janice.carpenter@aol.com | janice.carpenter@aol.com | Changed | |
| Address | 2154 Hillcrest Rd | 2154 Hillcrest Rd | Unchanged |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32213 | 32213 | Unchanged |
| Group | GRP-3112 | GRP-3112 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- janyce|carpenter
- Address key
- 2154|hillcrest|32213
- Canonical first
- janyce
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-122286 | 0.99 | Scored | — | Auto-linked |
| CLM-416956 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001780
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Janice Carpenter, 1984-04-20, 3 records, Verified
Evidence
Matched against ENR-122286
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically46e804b38d2026-10-22 12:43:53, scoring_agentidentity id MBR-001780, confidence 0.988, method probabilistic, matched record ENR-122286, policy version 1
- Record linked automaticallyce710b5e092026-10-19 19:54:38, scoring_agentidentity id MBR-001780, confidence 0.988, method probabilistic, matched record ENR-122286, policy version 1
- Record linked automatically69529769d42026-10-19 19:52:08, scoring_agentidentity id MBR-001780, confidence 0.988, method probabilistic, matched record ENR-122286, policy version 1
- Record linked automaticallyb039990f482026-10-19 19:45:41, scoring_agentidentity id MBR-001780, confidence 0.988, method probabilistic, matched record ENR-122286, policy version 1
- Record linked automatically172ef5b54e2026-10-19 19:32:31, scoring_agentidentity id MBR-001780, confidence 0.988, method probabilistic, matched record ENR-122286, policy version 1
- Record linked automaticallyb2f121f5932026-10-19 19:31:28, matching_agentidentity id MBR-030180, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122171