Record, CLM, bronze and silver
CLM-406782
Received 2026-08-10T06:21:27Z, line 80,066 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Billly | Billly | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Perez | Perez | Unchanged |
| Date of birth | 1978-10-05 | 1978-10-05 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7593 | •••-••-7593 | Unchanged |
| Phone | ·(256) 296-3049 | 2562963049 | Parsed |
| NULL | — | Cleared | |
| Address | 6069 MESA DRIVE | 6069 Mesa Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85202 | 85202 | Unchanged |
| Group | GRP-0450 | GRP-0450 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- billly|perez
- Address key
- 6069|mesa|85202
- Canonical first
- billly
Quality flags
6 raised during normalisation
- 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-406781 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-108851 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014095
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Billy Perez, 1978-10-05, 3 records, Verified
Evidence
Matched against CLM-406781
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.86 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybfa2dc40ea2026-10-19 19:54:38, matching_agentidentity id MBR-014095, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406781
- Record linked automaticallyacbdd736172026-10-19 19:52:09, matching_agentidentity id MBR-014095, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406781
- Record linked automatically2149d38af62026-10-19 19:45:42, matching_agentidentity id MBR-014095, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406781
- Record linked automatically2b74c389012026-10-19 19:32:31, matching_agentidentity id MBR-014095, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406781
- Record linked automaticallyc862ccdc3e2026-10-19 19:31:28, scoring_agentidentity id MBR-017424, confidence 0.995, method probabilistic, matched record PRV-22023, policy version 1