Record, CLM, bronze and silver
CLM-428003
Received 2026-10-02T08:25:48Z, line 8,379 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 | Helen | Helen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Garcia | Garcia | Unchanged |
| Date of birth | 1973-01-28 | 1973-01-28 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-38530-83 | UHC-38530-83 | Unchanged |
| SSN | •••-••-3873 | •••-••-3873 | Unchanged |
| Phone | 908-260-5200 | 9082605200 | Parsed |
| — | — | Unchanged | |
| Address | 8801 FOREST AVENUE | 8801 Forest Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | ·CA | CA | Changed |
| ZIP | 93720 | 93720 | Unchanged |
| Group | GRP-1225 | GRP-1225 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- helen|garcia
- Address key
- 8801|forest|93720
- Canonical first
- helen
Quality flags
5 raised during normalisation
- 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
- 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-428002 | 0.99 | Scored | — | Auto-linked |
| ENR-136701 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28215 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62366 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012289
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Helen Garcia, 1973-01-28, 4 records, Verified
Evidence
Matched against CLM-428002
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2b51fda9ae2026-10-19 19:54:38, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record CLM-428002, policy version 1
- Record linked automaticallyf71f0e37832026-10-19 19:52:09, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record CLM-428002, policy version 1
- Record linked automatically736a6ab74a2026-10-19 19:45:42, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record CLM-428002, policy version 1
- Record linked automatically44c403b2b12026-10-19 19:32:31, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record CLM-428002, policy version 1
- Record linked automatically1d3a77b74f2026-10-19 19:31:28, scoring_agentidentity id MBR-017901, confidence 0.995, method probabilistic, matched record CLM-428002, policy version 1