Record, CLM, bronze and silver
CLM-422554
Received 2026-02-24T23:48:20Z, line 30,319 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 | FRANCES | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | LONG | Long | Changed |
| Date of birth | 08/23/59·· | 1959-08-23 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3267 Park Place | 3267 Park Pl | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85763 | 85763 | Unchanged |
| Group | GRP-5916 | GRP-5916 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- frances|long
- Address key
- 3267|park|85763
- Canonical first
- frances
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-26653 | 1.00 | Scored | — | Auto-linked |
| CLM-422553 | 1.00 | Scored | — | Auto-linked |
| ENR-129546 | 0.72 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015660
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Long, 1959-08-23, 3 records, Verified
Evidence
Matched against PRV-26653
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically377f1aa6012026-10-19 19:54:38, scoring_agentidentity id MBR-015660, confidence 1, method probabilistic, matched record PRV-26653, policy version 1
- Record linked automatically561acbeb842026-10-19 19:52:09, scoring_agentidentity id MBR-015660, confidence 1, method probabilistic, matched record PRV-26653, policy version 1
- Record linked automaticallyd0afabce382026-10-19 19:45:42, scoring_agentidentity id MBR-015660, confidence 1, method probabilistic, matched record PRV-26653, policy version 1
- Record linked automaticallydb87f954972026-10-19 19:32:31, scoring_agentidentity id MBR-015660, confidence 1, method probabilistic, matched record PRV-26653, policy version 1