Record, CLM, bronze and silver
CLM-417166
Received 2026-08-18T20:31:20Z, line 51,035 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 | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Armstrng | Armstrng | Unchanged |
| Date of birth | 1959-01-07 | 1959-01-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 828.554.6185 | 8285546185 | Parsed |
| — | — | Unchanged | |
| Address | 5427 Harbor Boulevard | 5427 Harbor Blvd | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78227 | 78227 | Unchanged |
| Group | GRP-2536 | GRP-2536 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- randy|armstrng
- Address key
- 5427|harbor|78227
- Canonical first
- randy
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| TPA-57561 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024918
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Armstrng, 1959-01-07, 2 records, Verified
Evidence
Matched against TPA-57561
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically0acb3afef52026-10-19 19:54:38, scoring_agentidentity id MBR-024918, confidence 0.995, method probabilistic, matched record TPA-57561, policy version 1
- Record linked automatically1b74b90cfa2026-10-19 19:52:09, scoring_agentidentity id MBR-024918, confidence 0.995, method probabilistic, matched record TPA-57561, policy version 1
- Record linked automatically2ef5a9bb1f2026-10-19 19:45:42, scoring_agentidentity id MBR-024918, confidence 0.995, method probabilistic, matched record TPA-57561, policy version 1
- Record linked automatically9f04e8d29d2026-10-19 19:32:31, scoring_agentidentity id MBR-024918, confidence 0.995, method probabilistic, matched record TPA-57561, policy version 1
- Record linked automaticallyf97da7b1172026-10-19 19:31:28, scoring_agentidentity id MBR-002570, confidence 1, method probabilistic, matched record CLM-417165, policy version 1