Record, CLM, bronze and silver
CLM-420001
Received 2026-05-06T06:54:06Z, line 93,542 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 | Priya | Priya | Unchanged |
| Middle | ·H | H | Changed |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 1965-08-04 | 1965-08-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-72612-44 | UHC-72612-44 | Unchanged |
| SSN | •••-••-6657 | •••-••-6657 | Unchanged |
| Phone | 696-636-3485 | 6966363485 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5136 Apache Boulevard | 5136 Apache Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85277·· | 85277 | Changed |
| Group | GRP-1694 | GRP-1694 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- priya|mcdonald
- Address key
- 5136|apache|85277
- Canonical first
- priya
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 |
|---|---|---|---|---|
| PRV-25935 | 1.00 | Scored | — | Auto-linked |
| TPA-58825 | 1.00 | Scored | — | Auto-linked |
| ENR-126354 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013826
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Priya McDonald, 1965-08-04, 4 records, Verified
Evidence
Matched against PRV-25935
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallya34a7a2ad72026-10-19 19:54:38, scoring_agentidentity id MBR-013826, confidence 1, method probabilistic, matched record PRV-25935, policy version 1
- Record linked automatically7dd2d2f1f12026-10-19 19:52:09, scoring_agentidentity id MBR-013826, confidence 1, method probabilistic, matched record PRV-25935, policy version 1
- Record linked automaticallyb41ec72cc02026-10-19 19:45:42, scoring_agentidentity id MBR-013826, confidence 1, method probabilistic, matched record PRV-25935, policy version 1
- Record linked automaticallyd29138baf32026-10-19 19:32:31, scoring_agentidentity id MBR-013826, confidence 1, method probabilistic, matched record PRV-25935, policy version 1
- Record linked automaticallyea8c37e38d2026-10-19 19:31:28, scoring_agentidentity id MBR-029147, confidence 1, method probabilistic, matched record ENR-126249, policy version 1