Record, CLM, bronze and silver
CLM-421389
Received 2026-01-18T03:20:50Z, line 92,772 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 | Theresa | Theresa | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pena | Pena | Unchanged |
| Date of birth | 11-12-2007·· | 2007-12-11 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (529) 937-8500 | 5299378500 | Parsed |
| - | — | Cleared | |
| Address | 3868 Sunset Boulevard | 3868 Sunset Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85271 | 85271 | Unchanged |
| Group | GRP-1667 | GRP-1667 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- theresa|pena
- Address key
- 3868|sunset|85271
- Canonical first
- theresa
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| PRV-26303 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005405
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Theresa Pena, 2007-12-11, 2 records, Verified
Evidence
Matched against PRV-26303
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically062d71e85d2026-10-19 19:54:38, scoring_agentidentity id MBR-005405, confidence 1, method probabilistic, matched record PRV-26303, policy version 1
- Record linked automatically5bbe8b34c12026-10-19 19:52:08, scoring_agentidentity id MBR-005405, confidence 1, method probabilistic, matched record PRV-26303, policy version 1
- Record linked automatically72d72dac362026-10-19 19:45:42, scoring_agentidentity id MBR-005405, confidence 1, method probabilistic, matched record PRV-26303, policy version 1
- Record linked automatically6dff1c9f852026-10-19 19:32:31, scoring_agentidentity id MBR-005405, confidence 1, method probabilistic, matched record PRV-26303, policy version 1
- Record linked automatically4c4f9b0acc2026-10-19 19:31:28, scoring_agentidentity id MBR-009942, confidence 1, method probabilistic, matched record TPA-59339, policy version 1