Record, CLM, bronze and silver
CLM-425911
Received 2026-02-16T18:00:08Z, line 11,082 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 | AISHA | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | ·LUPEZ | Lupez | Changed |
| Date of birth | 03/03/1971 | 1971-03-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·NULL | — | Cleared |
| SSN | •••-••-7682 | •••-••-7682 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 24 Desert Sky Boulevard | 24 Desert Sky Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85260 | 85260 | Unchanged |
| Group | GRP-4702 | GRP-4702 | Unchanged |
| Plan | CORE-HMO·· | CORE-HMO | Changed |
- Quality score
- 0.76
- Name key
- aisha|lupez
- Address key
- 24|desert sky|85260
- Canonical first
- aisha
Quality flags
6 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)
- 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
- 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 |
|---|---|---|---|---|
| ENR-133908 | 0.98 | Scored | — | Auto-linked |
| ENR-133909 | 0.96 | Scored | — | Auto-linked |
| CLM-425910 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013594
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Aisha Lopez, 1971-03-03, 3 records, Verified
Evidence
Matched against ENR-133908
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc2ae26a9f82026-10-22 12:43:54, scoring_agentidentity id MBR-013594, confidence 0.979, method probabilistic, matched record ENR-133908, policy version 1
- Record linked automatically2158906b8f2026-10-19 19:54:38, scoring_agentidentity id MBR-013594, confidence 0.979, method probabilistic, matched record ENR-133908, policy version 1
- Record linked automaticallyac6c7ebfd02026-10-19 19:52:09, scoring_agentidentity id MBR-013594, confidence 0.979, method probabilistic, matched record ENR-133908, policy version 1
- Record linked automatically76864656ea2026-10-19 19:45:42, scoring_agentidentity id MBR-013594, confidence 0.979, method probabilistic, matched record ENR-133908, policy version 1
- Record linked automatically4fb83e00482026-10-19 19:32:31, scoring_agentidentity id MBR-013594, confidence 0.979, method probabilistic, matched record ENR-133908, policy version 1
- Record linked automatically9da77e8d0e2026-10-19 19:31:28, matching_agentidentity id MBR-004076, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425913