Record, CLM, bronze and silver
CLM-432823
Received 2026-09-14T20:13:52Z, line 63,835 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 | MAGGIE | Maggie | Changed |
| Middle | Z | Z | Unchanged |
| Last name | PATEL | Patel | Changed |
| Date of birth | 1991-06-28 | 1991-06-28 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-64158-82 | UHC-64158-82 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (259) 551-6968 | 2595516968 | Parsed |
| ·NULL | — | Cleared | |
| Address | 6042 HILLCREST RD | 6042 Hillcrest Rd | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78791 | 78791 | Unchanged |
| Group | GRP-2105 | GRP-2105 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- margaret|patel
- Address key
- 6042|hillcrest|78791
- Canonical first
- margaret
Quality flags
6 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-64471 | 1.00 | Scored | — | Auto-linked |
| CLM-432822 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-143094 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432821 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024245
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret Patel, 1991-06-28, 4 records, Verified
Evidence
Matched against TPA-64471
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd1a17054b92026-10-19 19:54:38, scoring_agentidentity id MBR-024245, confidence 1, method probabilistic, matched record TPA-64471, policy version 1
- Record linked automaticallyc314aeb74e2026-10-19 19:52:09, scoring_agentidentity id MBR-024245, confidence 1, method probabilistic, matched record TPA-64471, policy version 1
- Record linked automatically2f8e8b583d2026-10-19 19:45:42, scoring_agentidentity id MBR-024245, confidence 1, method probabilistic, matched record TPA-64471, policy version 1
- Record linked automatically2ff1c94fe02026-10-19 19:32:31, scoring_agentidentity id MBR-024245, confidence 1, method probabilistic, matched record TPA-64471, policy version 1