Record, CLM, bronze and silver
CLM-403365
Received 2026-01-11T12:36:20Z, line 75,682 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 | Grrace | Grrace | Unchanged |
| Middle | O | O | Unchanged |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 11/19/1995 | 1995-11-19 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-02851-25 | UHC-02851-25 | Unchanged |
| SSN | •••-••-4988 | •••-••-4988 | Unchanged |
| Phone | 254-401-8753 | 2544018753 | Parsed |
| NULL | — | Cleared | |
| Address | 6185 RIVER RD | 6185 River Rd | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78256 | 78256 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- grrace|bell
- Address key
- 6185|river|78256
- Canonical first
- grrace
Quality flags
5 raised during normalisation
- 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
- 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
- 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 |
|---|---|---|---|---|
| TPA-51460 | 0.99 | Scored | — | Auto-linked |
| CLM-403366 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20963 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003375
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Grace Bell, 1995-11-19, 4 records, Verified
Evidence
Matched against TPA-51460
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0cfe3a7ccf2026-10-22 12:43:53, scoring_agentidentity id MBR-003375, confidence 0.993, method probabilistic, matched record TPA-51460, policy version 1
- Record linked automaticallya6bfb424c62026-10-19 19:54:38, scoring_agentidentity id MBR-003375, confidence 0.993, method probabilistic, matched record TPA-51460, policy version 1
- Record linked automatically1e2e414bdf2026-10-19 19:52:08, scoring_agentidentity id MBR-003375, confidence 0.993, method probabilistic, matched record TPA-51460, policy version 1
- Record linked automaticallyacedac34042026-10-19 19:45:41, scoring_agentidentity id MBR-003375, confidence 0.993, method probabilistic, matched record TPA-51460, policy version 1
- Record linked automatically81b33bd5632026-10-19 19:32:31, scoring_agentidentity id MBR-003375, confidence 0.993, method probabilistic, matched record TPA-51460, policy version 1
- Record linked automaticallyada80fee822026-10-19 19:31:28, scoring_agentidentity id MBR-001914, confidence 0.937, method probabilistic, matched record ENR-104404, policy version 1