Record, CLM, bronze and silver
CLM-417893
Received 2026-02-15T06:30:33Z , line 55,661 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 | Tran, Justin | Justin | Changed |
| Middle | P | P | Unchanged |
| Last name | — | Tran | Changed |
| Date of birth | 1941-03-07 | 1941-03-07 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7555 | •••-••-7555 | Unchanged |
| Phone | 499-459-2312 | 4994592312 | Parsed |
| NULL | — | Cleared | |
| Address | 3195 MARKET STREET | 3195 Market St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85232-4241 | 85232 | Changed |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.38
- Name key
- justin|tran
- Address key
- 3195|market|85232
- Canonical first
- justin
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| CLM-417892 | 1.00 | Scored | — | Auto-linked |
| ENR-123535 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013210
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Tran, 1941-03-07, 3 records, Verified
Evidence
Matched against CLM-417892
| 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 automatically77e6883c8a2026-10-19 19:54:38, scoring_agentidentity id MBR-013210, confidence 1, method probabilistic, matched record CLM-417892, policy version 1
- Record linked automaticallya40d1446502026-10-19 19:52:09, scoring_agentidentity id MBR-013210, confidence 1, method probabilistic, matched record CLM-417892, policy version 1
- Record linked automatically982c9b0af52026-10-19 19:45:42, scoring_agentidentity id MBR-013210, confidence 1, method probabilistic, matched record CLM-417892, policy version 1
- Record linked automaticallya97befd6692026-10-19 19:32:31, scoring_agentidentity id MBR-013210, confidence 1, method probabilistic, matched record CLM-417892, policy version 1
- Record linked automaticallya19664d66b2026-10-19 19:31:28, matching_agentidentity id MBR-007020, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-417894