Record, CLM, bronze and silver
CLM-425476
Received 2026-05-27T16:10:47Z , line 21,749 of the CLM feed
CLMRule
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, Boby | Boby | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Chen | Changed |
| Date of birth | 2003-07-10 | 2003-07-10 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-1526 | •••-••-1526 | Unchanged |
| Phone | 808-297-0122 | 8082970122 | Parsed |
| — | — | Unchanged | |
| Address | 7936 Pine Drive | 7936 Pine Dr | Changed |
| City | SAN ANTONIO | San Antonio | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78210·· | 78210 | Changed |
| Group | GRP-6873 | GRP-6873 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- boby|chen
- Address key
- 7936|pine|78210
- Canonical first
- boby
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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-133324 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018811
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Bobby Chen, 2003-07-10, 2 records, Verified
Evidence
Matched against ENR-133324
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.78 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya725af985f2026-10-22 12:43:54, matching_agentidentity id MBR-018811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133324
- Record linked automatically99e328ca2d2026-10-19 19:54:38, matching_agentidentity id MBR-018811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133324
- Record linked automatically8a30c3d4852026-10-19 19:52:09, matching_agentidentity id MBR-018811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133324
- Record linked automatically8a742c50d22026-10-19 19:45:42, matching_agentidentity id MBR-018811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133324
- Record linked automatically41cfc44d262026-10-19 19:32:31, matching_agentidentity id MBR-018811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133324
- Record linked automatically87afc43adc2026-10-19 19:31:28, scoring_agentidentity id MBR-008551, confidence 1, method probabilistic, matched record TPA-61212, policy version 1