Record, CLM, bronze and silver
CLM-422305
Received 2026-07-04T07:38:03Z, line 99,653 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 | Walsh | Walsh | Unchanged |
| Date of birth | 03/10/67 | 1967-03-10 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3743 | •••-••-3743 | Parsed |
| Phone | +1 685 771 1358 | 6857711358 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8522 Lake View Road | 8522 Lake View Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85705 | 85705 | Changed |
| Group | GRP-1474 | GRP-1474 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- kayla|walsh
- Address key
- 8522|lake view|85705
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-422306 | 1.00 | Scored | — | Auto-linked |
| ENR-129245 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59798 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008962
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Walsh, 1967-03-10, 4 records, Verified
Evidence
Matched against CLM-422306
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically1fc5ea764a2026-10-22 12:43:54, scoring_agentidentity id MBR-008962, confidence 1, method probabilistic, matched record CLM-422306, policy version 1
- Record linked automatically257807391d2026-10-19 19:54:38, scoring_agentidentity id MBR-008962, confidence 1, method probabilistic, matched record CLM-422306, policy version 1
- Record linked automaticallye8425ecca82026-10-19 19:52:09, scoring_agentidentity id MBR-008962, confidence 1, method probabilistic, matched record CLM-422306, policy version 1
- Record linked automaticallyfce4e542142026-10-19 19:45:42, scoring_agentidentity id MBR-008962, confidence 1, method probabilistic, matched record CLM-422306, policy version 1
- Record linked automaticallydbd1c237922026-10-19 19:32:31, scoring_agentidentity id MBR-008962, confidence 1, method probabilistic, matched record CLM-422306, policy version 1
- Record linked automatically53ab5e09992026-10-19 19:31:28, matching_agentidentity id MBR-010328, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422304