Record, CLM, bronze and silver
CLM-431892
Received 2026-09-27T22:01:43Z, line 89,712 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 | Mariana | Mariana | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 1943-09-05·· | 1943-09-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-08311-83 | UHC-08311-83 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 514-579-1028 | 5145791028 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 4453 Market Street | 4453 Market St | Changed |
| City | CHANDLER·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85286-4645 | 85286 | Changed |
| Group | GRP-7316 | GRP-7316 | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.62
- Name key
- mariana|little
- Address key
- 4453|market|85286
- Canonical first
- mariana
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-64072 | 1.00 | Scored | — | Auto-linked |
| ENR-141867 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64073 | 0.94 | Scored | — | Auto-linked |
| TPA-64074 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001215
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mariana Little, 1943-09-05, 5 records, Verified
Evidence
Matched against TPA-64072
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya52d1ede6e2026-10-19 19:54:38, scoring_agentidentity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
- Record linked automatically906f55db222026-10-19 19:52:08, scoring_agentidentity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
- Record linked automaticallyec2d74de132026-10-19 19:45:41, scoring_agentidentity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
- Record linked automaticallya8e93c57112026-10-19 19:32:31, scoring_agentidentity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
- Record linked automatically13f85dae8f2026-10-19 19:31:28, matching_agentidentity id MBR-027543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142098