Record, CLM, bronze and silver
CLM-423487
Received 2026-07-25T10:48:36Z, line 62,894 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MARY | Mary | Changed |
| Middle | — | — | Unchanged |
| Last name | PATEL·· | Patel | Changed |
| Date of birth | 12-08-1985 | 1985-08-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC0262956 | UHC-02629-56 | Parsed |
| SSN | •••-••-4599 | •••-••-4599 | Unchanged |
| Phone | 510-601-5184 | 5106015184 | Parsed |
| ·NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-3482 | GRP-3482 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- mary|patel
- Address key
- —
- Canonical first
- mary
Quality flags
7 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-423488 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130698 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423486 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004396
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mary Patel, 1985-08-12, 4 records, Verified
Evidence
Matched against ENR-130698
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1ea4ae1fc82026-10-22 12:43:53, matching_agentidentity id MBR-004396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130698
- Record linked automaticallydbc45fbb6d2026-10-19 19:54:38, matching_agentidentity id MBR-004396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130698
- Record linked automatically56d56ccd842026-10-19 19:52:08, matching_agentidentity id MBR-004396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130698
- Record linked automatically2c1448f7bb2026-10-19 19:45:42, matching_agentidentity id MBR-004396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130698
- Record linked automaticallyb281d967372026-10-19 19:32:31, matching_agentidentity id MBR-004396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130698
- Record linked automatically97ea2372722026-10-19 19:31:28, scoring_agentidentity id MBR-003377, confidence 1, method probabilistic, matched record TPA-60341, policy version 1