Record, CLM, bronze and silver
CLM-410757
Received 2026-01-01T15:35:08Z, line 77,290 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 | Shirley | Shirley | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | 1993-03-18·· | 1993-03-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 267-583-1872 | 2675831872 | Parsed |
| — | — | Unchanged | |
| Address | 5754 Harbor Boulevard | 5754 Harbor Blvd | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·78224-0340 | 78224 | Changed |
| Group | GRP-9257 | GRP-9257 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.50
- Name key
- shirley|armstrong
- Address key
- 5754|harbor|78224
- Canonical first
- shirley
Quality flags
7 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-114119 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000193
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Armstrong, 1993-03-18, 2 records, Verified
Evidence
Matched against ENR-114119
| 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 automaticallye6a86fcf662026-10-22 12:43:51, scoring_agentidentity id MBR-000193, confidence 1, method probabilistic, matched record ENR-114119, policy version 1
- Record linked automatically96f206262b2026-10-19 19:54:38, scoring_agentidentity id MBR-000193, confidence 1, method probabilistic, matched record ENR-114119, policy version 1
- Record linked automatically6384181dd52026-10-19 19:52:08, scoring_agentidentity id MBR-000193, confidence 1, method probabilistic, matched record ENR-114119, policy version 1
- Record linked automaticallyfeccf5e82a2026-10-19 19:45:41, scoring_agentidentity id MBR-000193, confidence 1, method probabilistic, matched record ENR-114119, policy version 1
- Record linked automaticallycf25c53dd42026-10-19 19:32:30, scoring_agentidentity id MBR-000193, confidence 1, method probabilistic, matched record ENR-114119, policy version 1
- Record linked automatically38370b984a2026-10-19 19:31:28, matching_agentidentity id MBR-030273, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114243