Record, CLM, bronze and silver
CLM-425796
Received 2026-09-30T05:01:10Z, line 86,845 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 | DEBRA | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | SPENCER | Spencer | Changed |
| Date of birth | 07/17/2002 | 2002-07-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-2628 | •••-••-2628 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 1364 Willow Court | 1364 Willow Ct | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75023 | 75023 | Unchanged |
| Group | GRP-8978 | GRP-8978 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.76
- Name key
- debra|spencer
- Address key
- 1364|willow|75023
- Canonical first
- debra
Quality flags
6 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
- 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-27591 | 1.00 | Scored | — | Auto-linked |
| CLM-425795 | 0.99 | Scored | — | Auto-linked |
| ENR-133732 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-133733 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001115
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Spencer, 2002-07-17, 5 records, Verified
Evidence
Matched against PRV-27591
| 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 automaticallyccb747c8452026-10-19 19:54:38, scoring_agentidentity id MBR-001115, confidence 1, method probabilistic, matched record PRV-27591, policy version 1
- Record linked automaticallyfb50a717342026-10-19 19:52:08, scoring_agentidentity id MBR-001115, confidence 1, method probabilistic, matched record PRV-27591, policy version 1
- Record linked automatically1ca23589e52026-10-19 19:45:41, scoring_agentidentity id MBR-001115, confidence 1, method probabilistic, matched record PRV-27591, policy version 1
- Record linked automatically25afd992222026-10-19 19:32:31, scoring_agentidentity id MBR-001115, confidence 1, method probabilistic, matched record PRV-27591, policy version 1
- Record linked automatically0ca5ecea5a2026-10-19 19:31:28, scoring_agentidentity id MBR-002912, confidence 1, method probabilistic, matched record CLM-425798, policy version 1