Record, CLM, bronze and silver
CLM-421139
Received 2026-09-16T01:40:55Z, line 67,659 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 | ARTHUR | Arthur | Changed |
| Middle | T | T | Unchanged |
| Last name | PARKER | Parker | Changed |
| Date of birth | Mar 13, 1971 | 1971-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 680 Park Pl | 680 Park Pl | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | N/A | — | Cleared |
| Group | GRP-5991 | GRP-5991 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- arthur|parker
- Address key
- 680|park|chandler
- Canonical first
- arthur
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)
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-127756 | 0.93 | Scored | — | Auto-linked |
| TPA-59294 | 0.83 | Scored | — | Sent to steward |
| TPA-59295 | 0.83 | Scored | — | Sent to steward |
| ENR-126352 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044283
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Arthur Parker, 1971-03-13, 4 records, Verified
Evidence
Matched against ENR-127756
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automaticallyf6dd4d98fc2026-10-19 19:54:39, scoring_agentidentity id MBR-044283, confidence 0.925, method probabilistic, matched record ENR-127756, policy version 1
- Record linked automatically11fbcb72992026-10-19 19:52:09, scoring_agentidentity id MBR-044283, confidence 0.925, method probabilistic, matched record ENR-127756, policy version 1
- Record linked automatically816892d2bd2026-10-19 19:45:42, scoring_agentidentity id MBR-044283, confidence 0.925, method probabilistic, matched record ENR-127756, policy version 1
- Record linked automaticallyb0cf9f611b2026-10-19 19:32:31, scoring_agentidentity id MBR-044283, confidence 0.925, method probabilistic, matched record ENR-127756, policy version 1