Record, CLM, bronze and silver
CLM-416306
Received 2026-09-29T16:50:25Z, line 69,368 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 | Laura | Laura | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Dunn | Dunn | Unchanged |
| Date of birth | May 17, 1991 | 1991-05-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-73734-03 | UHC-73734-03 | Unchanged |
| SSN | •••-••-1920 | •••-••-1920 | Parsed |
| Phone | 468-229-5174 | 4682295174 | Parsed |
| — | — | Unchanged | |
| Address | 7113 Central Avenue | 7113 Central Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | ga | GA | Changed |
| ZIP | 30375 | 30375 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- laura|dunn
- Address key
- 7113|central|30375
- Canonical first
- laura
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)
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-57158 | 0.99 | Scored | — | Auto-linked |
| CLM-416305 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027618
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Laura Dunn, 1991-05-17, 3 records, Verified
Evidence
Matched against TPA-57158
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6a538872fd2026-10-19 19:54:38, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automaticallyf0ab94a52f2026-10-19 19:52:09, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automatically873dc205d32026-10-19 19:45:42, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automatically0babd184912026-10-19 19:32:31, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automatically5f96a620582026-10-19 19:31:28, scoring_agentidentity id MBR-023328, confidence 1, method probabilistic, matched record CLM-416304, policy version 1