Record, CLM, bronze and silver
CLM-414921
Received 2026-08-22T16:01:10Z, line 72,190 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 | JESSICA | Jessica | Changed |
| Middle | — | — | Unchanged |
| Last name | CUNNINGAM·· | Cunningam | Changed |
| Date of birth | 1978-09-04 | 1978-09-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (427) 705-7006·· | 4277057006 | Parsed |
| - | — | Cleared | |
| Address | 6160 CENTRAL AVENUE | 6160 Central Ave | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85047 | 85047 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- jessica|cunningam
- Address key
- 6160|central|85047
- Canonical first
- jessica
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-119636 | 1.00 | Scored | — | Auto-linked |
| CLM-414922 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029305
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jessica Cunningham, 1978-09-04, 3 records, Verified
Evidence
Matched against ENR-119636
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallya33007ef552026-10-19 19:54:38, scoring_agentidentity id MBR-029305, confidence 0.996, method probabilistic, matched record ENR-119636, policy version 1
- Record linked automatically7ad654d3202026-10-19 19:52:09, scoring_agentidentity id MBR-029305, confidence 0.996, method probabilistic, matched record ENR-119636, policy version 1
- Record linked automaticallyae6b645bc02026-10-19 19:45:42, scoring_agentidentity id MBR-029305, confidence 0.996, method probabilistic, matched record ENR-119636, policy version 1
- Record linked automaticallyab33ab87352026-10-19 19:32:31, scoring_agentidentity id MBR-029305, confidence 0.996, method probabilistic, matched record ENR-119636, policy version 1
- Record linked automaticallyf5f6f0a36f2026-10-19 19:31:28, matching_agentidentity id MBR-021785, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119560