Record, CLM, bronze and silver
CLM-420026
Received 2026-08-27T01:02:14Z, line 88,769 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 M | Kayla | Changed |
| Middle | — | M | Changed |
| Last name | Richards | Richards | Unchanged |
| Date of birth | 1976-01-10 | 1976-01-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·- | — | Cleared |
| — | — | Unchanged | |
| Address | 2779 PINE DR | 2779 Pine Dr | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-3851 | GRP-3851 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- kayla|richards
- Address key
- 2779|pine|dallas
- Canonical first
- kayla
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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 |
|---|---|---|---|---|
| CLM-420025 | 0.93 | Scored | — | Auto-linked |
| CLM-420024 | 0.93 | Scored | — | Auto-linked |
| PRV-25939 | 0.93 | Scored | — | Auto-linked |
| TPA-58833 | 0.93 | Scored | — | Auto-linked |
| TPA-63026 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009104
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Kayla Richards, 1976-01-10, 5 records, Verified
Evidence
Matched against CLM-420025
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically067bd625732026-10-19 19:54:38, scoring_agentidentity id MBR-009104, confidence 0.925, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automaticallyc9af288c8a2026-10-19 19:52:09, scoring_agentidentity id MBR-009104, confidence 0.925, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automatically9672ed491f2026-10-19 19:45:42, scoring_agentidentity id MBR-009104, confidence 0.925, method probabilistic, matched record CLM-420025, policy version 1
- Record linked automaticallyf87158f3402026-10-19 19:32:31, scoring_agentidentity id MBR-009104, confidence 0.925, method probabilistic, matched record CLM-420025, policy version 1