Record, CLM , bronze and silver
CLM-400125
Received 2026-07-17T22:36:02Z, line 24,393 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JOAN | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 1963-02-27 | 1963-02-27 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-70439-68 | UHC-70439-68 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | ·9124 Meadow Ln | 9124 Meadow Ln | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32212·· | 32212 | Changed |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- joan|mcdonald
- Address key
- 9124|meadow|32212
- Canonical first
- joan
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-400124 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019901
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joan McDonald, 1963-02-27, 2 records, Verified
Evidence
Matched against CLM-400124
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2b04b1a5a52026-10-22 12:43:54, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400124
- Record linked automaticallyae6ce15eb42026-10-19 19:54:38, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400124
- Record linked automatically6f2c66fec52026-10-19 19:52:09, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400124
- Record linked automatically6ff075fc1b2026-10-19 19:45:42, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400124
- Record linked automaticallyd94ef83cc42026-10-19 19:32:31, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400124
- Record linked automatically615300221b2026-10-19 19:31:28, scoring_agentidentity id MBR-001209, confidence 1, method probabilistic, matched record PRV-20033, policy version 1