Record, CLM, bronze and silver
CLM-417420
Received 2026-01-03T07:38:37Z, line 6,890 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 | JUAN | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | CHEN | Chen | Changed |
| Date of birth | 1982-01-27 | 1982-01-27 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7677 | •••-••-7677 | Unchanged |
| Phone | 495-530-4633 | 4955304633 | Parsed |
| N/A | — | Cleared | |
| Address | 9807 CHURCH STREET | 9807 Church St | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37266 | 37266 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- juan|chen
- Address key
- 9807|church|37266
- Canonical first
- juan
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
- City re-casedCity re-cased to Title Case
- 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-122960 | 1.00 | Scored | — | Auto-linked |
| ENR-122959 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-417421 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000735
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Chen, 1982-01-27, 4 records, Verified
Evidence
Matched against ENR-122960
| 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 automatically6c82815b8d2026-10-19 19:54:38, scoring_agentidentity id MBR-000735, confidence 1, method probabilistic, matched record ENR-122960, policy version 1
- Record linked automaticallyc2ffbb530b2026-10-19 19:52:08, scoring_agentidentity id MBR-000735, confidence 1, method probabilistic, matched record ENR-122960, policy version 1
- Record linked automaticallybac1bdc45d2026-10-19 19:45:41, scoring_agentidentity id MBR-000735, confidence 1, method probabilistic, matched record ENR-122960, policy version 1
- Record linked automaticallyee0219f2c02026-10-19 19:32:31, scoring_agentidentity id MBR-000735, confidence 1, method probabilistic, matched record ENR-122960, policy version 1
- Record linked automaticallyfc9f1deaf22026-10-19 19:31:28, scoring_agentidentity id MBR-034205, confidence 1, method probabilistic, matched record CLM-417418, policy version 1