Record, CLM , bronze and silver
CLM-404307
Received 2026-03-24T19:49:43Z, line 63,771 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Lawrence | Lawrence | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Claark | Claark | Unchanged |
| Date of birth | 10-12-1996 | 1996-12-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-09797-27 | UHC-09797-27 | Unchanged |
| SSN | •••-••-9800 | •••-••-9800 | Unchanged |
| Phone | 880-201-5475 | 8802015475 | Parsed |
| null | — | Cleared | |
| Address | 6263 River Road | 6263 River Rd | Changed |
| City | ·Chandler | Chandler | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85265 | 85265 | Unchanged |
| Group | GRP-6829 | GRP-6829 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- lawrence|claark
- Address key
- 6263|river|85265
- Canonical first
- lawrence
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
- 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 |
|---|---|---|---|---|
| TPA-51874 | 0.99 | Scored | — | Auto-linked |
| PRV-21218 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21219 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404306 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021811
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lawrence Clark, 1996-12-10, 5 records, Verified
Evidence
Matched against TPA-51874
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1e129340d62026-10-22 12:43:54, scoring_agentidentity id MBR-021811, confidence 0.991, method probabilistic, matched record TPA-51874, policy version 1
- Record linked automatically745d7285892026-10-19 19:54:38, scoring_agentidentity id MBR-021811, confidence 0.991, method probabilistic, matched record TPA-51874, policy version 1
- Record linked automatically429bb157ff2026-10-19 19:52:09, scoring_agentidentity id MBR-021811, confidence 0.991, method probabilistic, matched record TPA-51874, policy version 1
- Record linked automatically701050af4e2026-10-19 19:45:42, scoring_agentidentity id MBR-021811, confidence 0.991, method probabilistic, matched record TPA-51874, policy version 1
- Record linked automatically59dc6d6e6c2026-10-19 19:32:31, scoring_agentidentity id MBR-021811, confidence 0.991, method probabilistic, matched record TPA-51874, policy version 1
- Record linked automatically53f84ce9322026-10-19 19:31:28, scoring_agentidentity id MBR-014130, confidence 1, method probabilistic, matched record ENR-105632, policy version 1