Record, CLM, bronze and silver
CLM-421566
Received 2026-05-02T22:20:02Z , line 23,894 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 | JULIE | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | ·1975-08-19 | 1975-08-19 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC4747734 | UHC-47477-34 | Parsed |
| SSN | — | — | Unchanged |
| Phone | +1 825 794 4127 | 8257944127 | Parsed |
| — | — | Unchanged | |
| Address | 4749 Maple Ave | 4749 Maple Ave | Unchanged |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93721 | 93721 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- julie|singh
- Address key
- 4749|maple|93721
- Canonical first
- julie
Quality flags
7 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- City re-casedCity re-cased to Title Case
- 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-421567 | 1.00 | Scored | — | Auto-linked |
| CLM-421565 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-128222 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421564 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024136
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julie Singh, 1975-08-19, 5 records, Verified
Evidence
Matched against CLM-421567
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically942d0580342026-10-22 12:43:54, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automatically7b54e6e2432026-10-19 19:54:38, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automaticallycf09c6819f2026-10-19 19:52:09, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automaticallyeab9bceaa82026-10-19 19:45:42, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automatically2d35e842b72026-10-19 19:32:31, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automatically85d89a3ea92026-10-19 19:31:28, matching_agentidentity id MBR-021426, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128348