Record, CLM, bronze and silver
CLM-428918
Received 2026-03-13T05:21:33Z, line 87,024 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 | DONALD | Donald | Changed |
| Middle | O.·· | O | Changed |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 1989-03-11 | 1989-03-11 | Unchanged |
| Gender | ·UNKNOWN | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | -·· | — | Cleared |
| Phone | (575) 698-7106 | 5756987106 | Parsed |
| null | — | Cleared | |
| Address | 4619 Central Avenue | 4619 Central Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | California | CA | Changed |
| ZIP | 90000 | 90000 | Unchanged |
| Group | GRP-5114 | GRP-5114 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- donald|cooper
- Address key
- 4619|central|90000
- Canonical first
- donald
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-62782 | 1.00 | Scored | — | Auto-linked |
| CLM-428917 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019346
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Donald Cooper, 1989-03-11, 2 records, Verified
Evidence
Matched against TPA-62782
| 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 automaticallyee1a21553a2026-10-22 12:43:54, scoring_agentidentity id MBR-019346, confidence 1, method probabilistic, matched record TPA-62782, policy version 1
- Record linked automaticallya6eb4716222026-10-19 19:54:38, scoring_agentidentity id MBR-019346, confidence 1, method probabilistic, matched record TPA-62782, policy version 1
- Record linked automaticallye660371ed42026-10-19 19:52:09, scoring_agentidentity id MBR-019346, confidence 1, method probabilistic, matched record TPA-62782, policy version 1
- Record linked automatically6d2474610a2026-10-19 19:45:42, scoring_agentidentity id MBR-019346, confidence 1, method probabilistic, matched record TPA-62782, policy version 1
- Record linked automatically95a5fab7362026-10-19 19:32:31, scoring_agentidentity id MBR-019346, confidence 1, method probabilistic, matched record TPA-62782, policy version 1
- Record linked automatically7b318399dd2026-10-19 19:31:28, scoring_agentidentity id MBR-006448, confidence 0.927, method probabilistic, matched record TPA-62703, policy version 1