Record, CLM, bronze and silver
CLM-403473
Received 2026-08-15T00:16:42Z, line 14,494 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 | KATHHRYN | Kathhryn | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 19390221 | 1939-02-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8786 | •••-••-8786 | Parsed |
| Phone | 15335257449 | 5335257449 | Parsed |
| - | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | - | — | Cleared |
| ZIP | ·null | — | Cleared |
| Group | GRP-8811 | GRP-8811 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- kathhryn|pierce
- Address key
- —
- Canonical first
- kathhryn
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 |
|---|---|---|---|---|
| CLM-403475 | 0.98 | Scored | — | Auto-linked |
| ENR-104510 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-403474 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-104511 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006669
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Kathryn Pierce, 1939-02-21, 5 records, Verified
Evidence
Matched against CLM-403475
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically82f80ad8332026-10-19 19:54:38, scoring_agentidentity id MBR-006669, confidence 0.981, method probabilistic, matched record CLM-403475, policy version 1
- Record linked automaticallyfcb0dc5e512026-10-19 19:52:09, scoring_agentidentity id MBR-006669, confidence 0.981, method probabilistic, matched record CLM-403475, policy version 1
- Record linked automaticallydc9b043e212026-10-19 19:45:42, scoring_agentidentity id MBR-006669, confidence 0.981, method probabilistic, matched record CLM-403475, policy version 1
- Record linked automatically450909cf922026-10-19 19:32:31, scoring_agentidentity id MBR-006669, confidence 0.981, method probabilistic, matched record CLM-403475, policy version 1
- Record linked automatically39659ffa272026-10-19 19:31:28, matching_agentidentity id MBR-013865, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104520