Record, CLM, bronze and silver
CLM-421564
Received 2026-04-05T13:12:56Z, line 16,570 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 | ·M | M | Changed |
| Last name | singh | Singh | Changed |
| Date of birth | 1975-08-19 | 1975-08-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-47477-34 | UHC-47477-34 | Unchanged |
| SSN | •••-••-9689 | •••-••-9689 | Unchanged |
| Phone | 825.794.4127 | 8257944127 | Parsed |
| — | — | Unchanged | |
| Address | 4749 MAPLE AVENUE | 4749 Maple Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93721-4704 | 93721 | Changed |
| Group | GRP-4075 | GRP-4075 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- julie|singh
- Address key
- 4749|maple|93721
- Canonical first
- julie
Quality flags
5 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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
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-421566 | 0.99 | Rule | D1 member id + dob exact | 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 |
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
5 hash-chained entries for this record
- Record linked automatically1d931cd1082026-10-22 12:43:54, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automatically9a1a494a162026-10-19 19:54:38, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automaticallyf8ca53cddb2026-10-19 19:52:09, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automatically1cd9378bca2026-10-19 19:45:42, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1
- Record linked automatically172bf5798c2026-10-19 19:32:31, scoring_agentidentity id MBR-024136, confidence 1, method probabilistic, matched record CLM-421567, policy version 1