Record, CLM, bronze and silver
CLM-411439
Received 2026-02-07T23:56:19Z, line 55,071 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 | BRENDA | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | TRAN | Tran | Changed |
| Date of birth | 17-10-1994 | 1994-10-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5731 | •••-••-5731 | Unchanged |
| Phone | 3952791709 | 3952791709 | Unchanged |
| N/A | — | Cleared | |
| Address | 9506 Lake View Road | 9506 Lake View Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- brenda|tran
- Address key
- 9506|lake view|tucson
- Canonical first
- brenda
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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-55035 | 1.00 | Scored | — | Auto-linked |
| ENR-115049 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411438 | 0.93 | Scored | — | Auto-linked |
| CLM-411440 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011300
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Tran, 1994-10-17, 6 records, Verified
Evidence
Matched against TPA-55035
| 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 automaticallyd0e5cfbbb12026-10-19 19:54:38, scoring_agentidentity id MBR-011300, confidence 1, method probabilistic, matched record TPA-55035, policy version 1
- Record linked automatically198fd053202026-10-19 19:52:09, scoring_agentidentity id MBR-011300, confidence 1, method probabilistic, matched record TPA-55035, policy version 1
- Record linked automatically23015878162026-10-19 19:45:42, scoring_agentidentity id MBR-011300, confidence 1, method probabilistic, matched record TPA-55035, policy version 1
- Record linked automatically1af9eae4af2026-10-19 19:32:31, scoring_agentidentity id MBR-011300, confidence 1, method probabilistic, matched record TPA-55035, policy version 1
- Record linked automatically4c3f6bd3352026-10-19 19:31:28, scoring_agentidentity id MBR-007786, confidence 1, method probabilistic, matched record TPA-55071, policy version 1