Record, CLM, bronze and silver
CLM-420025
Received 2026-01-31T07:08:45Z, line 14,871 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 | Kayla | Kayla | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Richards | Richards | Unchanged |
| Date of birth | 1976-01-10 | 1976-01-10 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5895 | •••-••-5895 | Unchanged |
| Phone | N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | ·2779 Pine Drive | 2779 Pine Dr | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75256 | 75256 | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- kayla|richards
- Address key
- 2779|pine|75256
- Canonical first
- kayla
Quality flags
4 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| PRV-25939 | 1.00 | Scored | — | Auto-linked |
| CLM-420024 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-58833 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420026 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009104
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Richards, 1976-01-10, 5 records, Verified
Evidence
Matched against PRV-25939
| 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 automaticallyfc4534af1e2026-10-19 19:54:38, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record PRV-25939, policy version 1
- Record linked automaticallyfffc42ee162026-10-19 19:52:09, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record PRV-25939, policy version 1
- Record linked automaticallyc44db4c5f32026-10-19 19:45:42, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record PRV-25939, policy version 1
- Record linked automaticallyfb32de63742026-10-19 19:32:31, scoring_agentidentity id MBR-009104, confidence 1, method probabilistic, matched record PRV-25939, policy version 1
- Record linked automatically3fceed248d2026-10-19 19:31:28, matching_agentidentity id MBR-007660, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126279