Record, CLM, bronze and silver
CLM-432024
Received 2026-01-03T05:17:10Z, line 63,323 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | PARKER | Parker | Changed |
| Date of birth | Oct 17, 1952 | 1952-10-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5505 Grand Ave | 5505 Grand Ave | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77013-2407 | 77013 | Changed |
| Group | ·UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- randy|parker
- Address key
- 5505|grand|77013
- Canonical first
- randy
Quality flags
5 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)
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-64123 | 1.00 | Scored | — | Auto-linked |
| TPA-64124 | 1.00 | Scored | — | Auto-linked |
| ENR-142026 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000705
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Parker, 1952-10-17, 4 records, Verified
Evidence
Matched against TPA-64123
| 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 automaticallyf16a0b05a32026-10-19 19:54:38, scoring_agentidentity id MBR-000705, confidence 1, method probabilistic, matched record TPA-64123, policy version 1
- Record linked automaticallyd48b0972f02026-10-19 19:52:08, scoring_agentidentity id MBR-000705, confidence 1, method probabilistic, matched record TPA-64123, policy version 1
- Record linked automaticallyd3e700aaa82026-10-19 19:45:41, scoring_agentidentity id MBR-000705, confidence 1, method probabilistic, matched record TPA-64123, policy version 1
- Record linked automatically75b21d330b2026-10-19 19:32:31, scoring_agentidentity id MBR-000705, confidence 1, method probabilistic, matched record TPA-64123, policy version 1
- Record linked automatically0220bf3c7a2026-10-19 19:31:28, scoring_agentidentity id MBR-033148, confidence 1, method probabilistic, matched record ENR-142261, policy version 1