Record, CLM, bronze and silver
CLM-429908
Received 2026-02-15T18:07:37Z, line 5,409 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 | BABARA | Babara | Changed |
| Middle | ···· | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 01/23/1966 | 1966-01-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 15239637570 | 5239637570 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | -·· | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- babara|carroll
- Address key
- —
- Canonical first
- babara
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 |
|---|---|---|---|---|
| PRV-28753 | 0.98 | Scored | — | Auto-linked |
| CLM-429909 | 0.98 | Scored | — | Auto-linked |
| TPA-63202 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013329
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Barbara Carroll, 1966-01-23, 4 records, Verified
Evidence
Matched against PRV-28753
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically6a128254f12026-10-19 19:54:38, scoring_agentidentity id MBR-013329, confidence 0.983, method probabilistic, matched record PRV-28753, policy version 1
- Record linked automaticallycf3662f7312026-10-19 19:52:09, scoring_agentidentity id MBR-013329, confidence 0.983, method probabilistic, matched record PRV-28753, policy version 1
- Record linked automatically24b5d227ce2026-10-19 19:45:42, scoring_agentidentity id MBR-013329, confidence 0.983, method probabilistic, matched record PRV-28753, policy version 1
- Record linked automatically34e8cbfc1a2026-10-19 19:32:31, scoring_agentidentity id MBR-013329, confidence 0.983, method probabilistic, matched record PRV-28753, policy version 1
- Record linked automaticallya62992828b2026-10-19 19:31:28, matching_agentidentity id MBR-034248, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139473