Record, CLM, bronze and silver
CLM-408307
Received 2026-02-21T22:06:27Z, line 65,664 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 | Abigail | Abigail | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marshall | Marshall | Unchanged |
| Date of birth | 19430925 | 1943-09-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-76851-39 | UHC-76851-39 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (647) 520-3297 | 6475203297 | Parsed |
| — | — | Unchanged | |
| Address | 8253 Desert Sky Boulevard | 8253 Desert Sky Blvd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75264 | 75264 | Unchanged |
| Group | GRP-2863 | GRP-2863 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- abigail|marshall
- Address key
- 8253|desert sky|75264
- Canonical first
- abigail
Quality flags
5 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
- 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-22457 | 1.00 | Scored | — | Auto-linked |
| ENR-110966 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408308 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012705
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Abigail Marshall, 1943-09-25, 4 records, Verified
Evidence
Matched against PRV-22457
| 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
6 hash-chained entries for this record
- Record linked automaticallyd5f389ce422026-10-22 12:43:54, scoring_agentidentity id MBR-012705, confidence 1, method probabilistic, matched record PRV-22457, policy version 1
- Record linked automatically7682f79b9f2026-10-19 19:54:38, scoring_agentidentity id MBR-012705, confidence 1, method probabilistic, matched record PRV-22457, policy version 1
- Record linked automatically2722b2eaf92026-10-19 19:52:09, scoring_agentidentity id MBR-012705, confidence 1, method probabilistic, matched record PRV-22457, policy version 1
- Record linked automatically57b7a6df932026-10-19 19:45:42, scoring_agentidentity id MBR-012705, confidence 1, method probabilistic, matched record PRV-22457, policy version 1
- Record linked automatically6b7f7523112026-10-19 19:32:31, scoring_agentidentity id MBR-012705, confidence 1, method probabilistic, matched record PRV-22457, policy version 1
- Record linked automatically14c5384c912026-10-19 19:31:28, scoring_agentidentity id MBR-007771, confidence 1, method probabilistic, matched record TPA-53665, policy version 1