Record, CLM, bronze and silver
CLM-421256
Received 2026-01-22T00:21:19Z, line 81,512 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 | BRIAN | Brian | Changed |
| Middle | — | — | Unchanged |
| Last name | COOK | Cook | Changed |
| Date of birth | Mar 7, 1997 | 1997-03-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (797) 339-4249 | 7973394249 | Parsed |
| N/A | — | Cleared | |
| Address | 3174 Market St | 3174 Market St | Unchanged |
| City | ·COLUMBUS | Columbus | Changed |
| State | OH·· | OH | Changed |
| ZIP | 43224 | 43224 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.88
- Name key
- brian|cook
- Address key
- 3174|market|43224
- Canonical first
- brian
Quality flags
6 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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-59353 | 1.00 | Scored | — | Auto-linked |
| ENR-127889 | 1.00 | Scored | — | Auto-linked |
| CLM-421255 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006526
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brian Cook, 1997-03-07, 4 records, Verified
Evidence
Matched against TPA-59353
| 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
5 hash-chained entries for this record
- Record linked automatically68ae066c742026-10-19 19:54:38, scoring_agentidentity id MBR-006526, confidence 1, method probabilistic, matched record TPA-59353, policy version 1
- Record linked automatically69750aa0912026-10-19 19:52:09, scoring_agentidentity id MBR-006526, confidence 1, method probabilistic, matched record TPA-59353, policy version 1
- Record linked automaticallyfdd00de2ee2026-10-19 19:45:42, scoring_agentidentity id MBR-006526, confidence 1, method probabilistic, matched record TPA-59353, policy version 1
- Record linked automaticallydb8a9dd0d32026-10-19 19:32:31, scoring_agentidentity id MBR-006526, confidence 1, method probabilistic, matched record TPA-59353, policy version 1
- Record linked automatically0d3daef9da2026-10-19 19:31:28, matching_agentidentity id MBR-026218, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127918