Record, CLM, bronze and silver
CLM-422437
Received 2026-02-18T00:33:46Z, line 45,517 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | Oct 24, 2000 | 2000-10-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-38077-37 | UHC-38077-37 | Unchanged |
| SSN | •••-••-7830 | •••-••-7830 | Unchanged |
| Phone | 645-561-4059 | 6455614059 | Parsed |
| NULL | — | Cleared | |
| Address | 8138 Canyon Rd | 8138 Canyon Rd | Unchanged |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | GRP-5031 | GRP-5031 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- kayla|carroll
- Address key
- 8138|canyon|85298
- Canonical first
- kayla
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-422436 | 1.00 | Scored | — | Auto-linked |
| ENR-129411 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007796
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Carroll, 2000-10-24, 3 records, Verified
Evidence
Matched against CLM-422436
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically63989a36ab2026-10-22 12:43:54, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422436, policy version 1
- Record linked automaticallyf2f790d6ed2026-10-19 19:54:38, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422436, policy version 1
- Record linked automaticallyadda4770cd2026-10-19 19:52:09, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422436, policy version 1
- Record linked automatically592cd4deab2026-10-19 19:45:42, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422436, policy version 1
- Record linked automatically5e767c0d802026-10-19 19:32:31, scoring_agentidentity id MBR-007796, confidence 1, method probabilistic, matched record CLM-422436, policy version 1
- Record linked automatically41325d32c42026-10-19 19:31:28, matching_agentidentity id MBR-007827, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-59863