Record, CLM, bronze and silver
CLM-429746
Received 2026-08-18T17:46:30Z, line 65,209 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 | Franklin | Franklin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Lauren | Lauren | Unchanged |
| Date of birth | ·1954-12-22 | 1954-12-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-18434-28 | UHC-18434-28 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 7653473374 | 7653473374 | Unchanged |
| ·N/A | — | Cleared | |
| Address | 506 Elm Street | 506 Elm St | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78212 | 78212 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.80
- Name key
- franklin|lauren
- Address key
- 506|elm|78212
- Canonical first
- franklin
Quality flags
4 raised during normalisation
- 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
- 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-63139 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022382
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lauren Franklin, 1954-12-22, 3 records, Verified
Evidence
Matched against TPA-63139
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically8b2930cd822026-10-19 19:54:38, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record TPA-63139, policy version 1
- Record linked automatically69dd1a9a532026-10-19 19:52:09, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record TPA-63139, policy version 1
- Record linked automatically1fc680d4d32026-10-19 19:45:42, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record TPA-63139, policy version 1
- Record linked automatically862b625a592026-10-19 19:32:31, scoring_agentidentity id MBR-022382, confidence 0.984, method probabilistic, matched record TPA-63139, policy version 1
- Record linked automatically86d4ce3d2e2026-10-19 19:31:28, matching_agentidentity id MBR-029021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139294