Record, CLM, bronze and silver
CLM-422817
Received 2026-03-06T09:52:25Z, line 14,109 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 | cheryl·· | Cheryl | Changed |
| Middle | C | C | Unchanged |
| Last name | barnes | Barnes | Changed |
| Date of birth | 10/02/1966 | 1966-10-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6986 Mountain View Drive | 6986 Mountain View Dr | Changed |
| City | ·TEMPE | Tempe | Changed |
| State | ·Arizona | AZ | Changed |
| ZIP | 85286 | 85286 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·NAVIGATE-HMO | NAVIGATE-HMO | Changed |
- Quality score
- 0.60
- Name key
- cheryl|barnes
- Address key
- 6986|mountain view|85286
- Canonical first
- cheryl
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-26744 | 1.00 | Scored | — | Auto-linked |
| TPA-60017 | 1.00 | Scored | — | Auto-linked |
| ENR-129849 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017169
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cheryl Barnes, 1966-10-02, 4 records, Verified
Evidence
Matched against TPA-60017
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically61511e61182026-10-19 19:54:38, scoring_agentidentity id MBR-017169, confidence 1, method probabilistic, matched record TPA-60017, policy version 1
- Record linked automaticallyd3bc18b7c32026-10-19 19:52:09, scoring_agentidentity id MBR-017169, confidence 1, method probabilistic, matched record TPA-60017, policy version 1
- Record linked automaticallyffbcb7afa82026-10-19 19:45:42, scoring_agentidentity id MBR-017169, confidence 1, method probabilistic, matched record TPA-60017, policy version 1
- Record linked automatically56048cfedd2026-10-19 19:32:31, scoring_agentidentity id MBR-017169, confidence 1, method probabilistic, matched record TPA-60017, policy version 1
- Record linked automatically6ddf87bcfe2026-10-19 19:31:28, scoring_agentidentity id MBR-017623, confidence 1, method probabilistic, matched record CLM-422816, policy version 1