Record, CLM, bronze and silver
CLM-400926
Received 2026-08-28T14:24:38Z, line 11,515 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 | Chen, Priya | Priya | Changed |
| Middle | F. | F | Changed |
| Last name | — | Chen | Changed |
| Date of birth | 03-03-1999 | 1999-03-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | -·· | — | Cleared |
| SSN | •••-••-4709 | •••-••-4709 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 6678 Ridge Road·· | 6678 Ridge Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37262 | 37262 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- priya|chen
- Address key
- 6678|ridge|37262
- Canonical first
- priya
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| CLM-400927 | 1.00 | Scored | — | Auto-linked |
| CLM-400928 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-101230 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019814
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Priya Chen, 1999-03-03, 4 records, Verified
Evidence
Matched against CLM-400927
| 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 automatically672601aa992026-10-19 19:54:38, scoring_agentidentity id MBR-019814, confidence 1, method probabilistic, matched record CLM-400927, policy version 1
- Record linked automatically94f99ce2a02026-10-19 19:52:09, scoring_agentidentity id MBR-019814, confidence 1, method probabilistic, matched record CLM-400927, policy version 1
- Record linked automaticallyf0150fb9952026-10-19 19:45:42, scoring_agentidentity id MBR-019814, confidence 1, method probabilistic, matched record CLM-400927, policy version 1
- Record linked automatically7d1ad2cd9d2026-10-19 19:32:31, scoring_agentidentity id MBR-019814, confidence 1, method probabilistic, matched record CLM-400927, policy version 1
- Record linked automatically32db0f0a282026-10-19 19:31:28, matching_agentidentity id MBR-020505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20269