Record, CLM, bronze and silver
CLM-421706
Received 2026-04-07T20:53:17Z, line 69,494 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 | AISHA | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | BISHOP | Bishop | Changed |
| Date of birth | 1987-05-26 | 1987-05-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null·· | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (330) 349-6472 | 3303496472 | Parsed |
| N/A | — | Cleared | |
| Address | 7135 BASELINE ROAD | 7135 Baseline Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | ·NC | NC | Changed |
| ZIP | 28235-6741 | 28235 | Changed |
| Group | GRP-8199 | GRP-8199 | Unchanged |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.62
- Name key
- aisha|bishop
- Address key
- 7135|baseline|28235
- Canonical first
- aisha
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| ENR-128411 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022283
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Bishop, 1987-05-26, 2 records, Verified
Evidence
Matched against ENR-128411
| 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 automatically0147d7be552026-10-22 12:43:54, scoring_agentidentity id MBR-022283, confidence 1, method probabilistic, matched record ENR-128411, policy version 1
- Record linked automaticallyd8128dcc112026-10-19 19:54:38, scoring_agentidentity id MBR-022283, confidence 1, method probabilistic, matched record ENR-128411, policy version 1
- Record linked automatically52f3262ce82026-10-19 19:52:09, scoring_agentidentity id MBR-022283, confidence 1, method probabilistic, matched record ENR-128411, policy version 1
- Record linked automaticallyb81e3e562e2026-10-19 19:45:42, scoring_agentidentity id MBR-022283, confidence 1, method probabilistic, matched record ENR-128411, policy version 1
- Record linked automatically362b2503d82026-10-19 19:32:31, scoring_agentidentity id MBR-022283, confidence 1, method probabilistic, matched record ENR-128411, policy version 1
- Record linked automaticallyf598f8ce5d2026-10-19 19:31:28, scoring_agentidentity id MBR-015873, confidence 0.993, method probabilistic, matched record TPA-59474, policy version 1