Record, CLM , bronze and silver
CLM-400114
Received 2026-05-09T00:52:29Z, line 43,623 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | NANCY | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | PATEL | Patel | Changed |
| Date of birth | 17-05-1982 | 1982-05-17 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5592 OAK ST·· | 5592 Oak St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85735 | 85735 | Unchanged |
| Group | GRP-4884 | GRP-4884 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- nancy|patel
- Address key
- 5592|oak|85735
- Canonical first
- nancy
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-100163 | 1.00 | Scored | — | Auto-linked |
| ENR-100164 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029805
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nancy Patel, 1982-05-17, 3 records, Verified
Evidence
Matched against ENR-100163
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7e8cfc215b2026-10-22 12:43:54, scoring_agentidentity id MBR-029805, confidence 1, method probabilistic, matched record ENR-100163, policy version 1
- Record linked automatically4bb0a50ab52026-10-19 19:54:38, scoring_agentidentity id MBR-029805, confidence 1, method probabilistic, matched record ENR-100163, policy version 1
- Record linked automatically42b3df601c2026-10-19 19:52:09, scoring_agentidentity id MBR-029805, confidence 1, method probabilistic, matched record ENR-100163, policy version 1
- Record linked automaticallyf3f6e684d92026-10-19 19:45:42, scoring_agentidentity id MBR-029805, confidence 1, method probabilistic, matched record ENR-100163, policy version 1
- Record linked automaticallyf587d7c1f12026-10-19 19:32:31, scoring_agentidentity id MBR-029805, confidence 1, method probabilistic, matched record ENR-100163, policy version 1