Record, CLM, bronze and silver
CLM-410913
Received 2026-03-28T10:03:22Z, line 92,852 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 | DIANA·· | Diana | Changed |
| Middle | — | — | Unchanged |
| Last name | CHAPMAN | Chapman | Changed |
| Date of birth | 0200-02-08 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7129 | •••-••-7129 | Unchanged |
| Phone | (632) 227-2810 | 6322272810 | Parsed |
| N/A | — | Cleared | |
| Address | 5964 APACHE BOULEVARD | 5964 Apache Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85771 | 85771 | Unchanged |
| Group | GRP-0542 | GRP-0542 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- diana|chapman
- Address key
- 5964|apache|85771
- Canonical first
- diana
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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 |
|---|---|---|---|---|
| TPA-54779 | 0.98 | Scored | — | Auto-linked |
| ENR-114304 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021218
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Diana Chapman, 2000-02-08, 4 records, Verified
Evidence
Matched against TPA-54779
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically26ccd8815c2026-10-19 19:54:38, scoring_agentidentity id MBR-021218, confidence 0.979, method probabilistic, matched record TPA-54779, policy version 1
- Record linked automaticallyf7d957ca352026-10-19 19:52:09, scoring_agentidentity id MBR-021218, confidence 0.979, method probabilistic, matched record TPA-54779, policy version 1
- Record linked automatically3194f7d6612026-10-19 19:45:42, scoring_agentidentity id MBR-021218, confidence 0.979, method probabilistic, matched record TPA-54779, policy version 1
- Record linked automatically05865d6a572026-10-19 19:32:31, scoring_agentidentity id MBR-021218, confidence 0.979, method probabilistic, matched record TPA-54779, policy version 1
- Record linked automaticallyf9df7d15c22026-10-19 19:31:28, scoring_agentidentity id MBR-040810, confidence 1, method probabilistic, matched record TPA-54838, policy version 1