Record, CLM, bronze and silver
CLM-428533
Received 2026-01-17T11:46:05Z, line 71,535 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 | ·Richard | Richard | Changed |
| Middle | — | — | Unchanged |
| Last name | Tran | Tran | Unchanged |
| Date of birth | 19380721 | 1938-07-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-6295 | •••-••-6295 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 7877 OAK ST | 7877 Oak St | Changed |
| City | Plano | Plano | Unchanged |
| State | tx | TX | Changed |
| ZIP | 75003 | 75003 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- richard|tran
- Address key
- 7877|oak|75003
- Canonical first
- richard
Quality flags
6 raised during normalisation
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-428534 | 1.00 | Scored | — | Auto-linked |
| ENR-137439 | 1.00 | Scored | — | Auto-linked |
| ENR-137440 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005231
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Richard Tran, 1938-07-21, 4 records, Verified
Evidence
Matched against CLM-428534
| 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 automaticallyc864f794b12026-10-19 19:54:38, scoring_agentidentity id MBR-005231, confidence 1, method probabilistic, matched record CLM-428534, policy version 1
- Record linked automatically44669e21582026-10-19 19:52:08, scoring_agentidentity id MBR-005231, confidence 1, method probabilistic, matched record CLM-428534, policy version 1
- Record linked automatically1705827f682026-10-19 19:45:42, scoring_agentidentity id MBR-005231, confidence 1, method probabilistic, matched record CLM-428534, policy version 1
- Record linked automatically2dd6d482642026-10-19 19:32:31, scoring_agentidentity id MBR-005231, confidence 1, method probabilistic, matched record CLM-428534, policy version 1
- Record linked automaticallyfc16f4f1e22026-10-19 19:31:28, scoring_agentidentity id MBR-002561, confidence 0.983, method probabilistic, matched record ENR-137681, policy version 1