Record, CLM, bronze and silver
CLM-405521
Received 2026-06-07T14:28:15Z, line 61,561 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 | Priay | Priay | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Crawford | Crawford | Unchanged |
| Date of birth | 21-08-1980 | 1980-08-21 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-5289 | •••-••-5289 | Unchanged |
| Phone | +1 655 751 2172 | 6557512172 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·2381 Indian School Rd | 2381 Indian School Rd | Changed |
| City | Tucson·· | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85735 | 85735 | Unchanged |
| Group | NULL·· | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- priay|crawford
- Address key
- 2381|indian school|85735
- Canonical first
- priay
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-107268 | 0.99 | Scored | — | Auto-linked |
| TPA-52430 | 0.99 | Scored | — | Auto-linked |
| CLM-405520 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024659
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Priya Crawford, 1980-08-21, 4 records, Verified
Evidence
Matched against TPA-52430
| 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
6 hash-chained entries for this record
- Record linked automaticallyad04fdec972026-10-22 12:43:54, scoring_agentidentity id MBR-024659, confidence 0.994, method probabilistic, matched record TPA-52430, policy version 1
- Record linked automaticallyfdab162dde2026-10-19 19:54:38, scoring_agentidentity id MBR-024659, confidence 0.994, method probabilistic, matched record TPA-52430, policy version 1
- Record linked automatically2a273ff70f2026-10-19 19:52:09, scoring_agentidentity id MBR-024659, confidence 0.994, method probabilistic, matched record TPA-52430, policy version 1
- Record linked automaticallyc8ba0003712026-10-19 19:45:42, scoring_agentidentity id MBR-024659, confidence 0.994, method probabilistic, matched record TPA-52430, policy version 1
- Record linked automatically093cd8a0de2026-10-19 19:32:31, scoring_agentidentity id MBR-024659, confidence 0.994, method probabilistic, matched record TPA-52430, policy version 1
- Record linked automatically4c74b8bde92026-10-19 19:31:28, scoring_agentidentity id MBR-010790, confidence 1, method probabilistic, matched record TPA-52469, policy version 1