Record, CLM , bronze and silver
CLM-401916
Received 2026-03-30T04:52:07Z, line 58,646 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | PAMELA | Pamela | Changed |
| Middle | — | — | Unchanged |
| Last name | ·RUIZ | Ruiz | Changed |
| Date of birth | 1/16/1951 | 1951-01-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-56632-98 | UHC-56632-98 | Unchanged |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 2604 Baseline Road | 2604 Baseline Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85256·· | 85256 | Changed |
| Group | GRP-2539 | GRP-2539 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- pamela|ruiz
- Address key
- 2604|baseline|85256
- Canonical first
- pamela
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 |
|---|---|---|---|---|
| TPA-50827 | 1.00 | Scored | — | Auto-linked |
| ENR-102471 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401917 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102472 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005732
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Pamela Ruiz, 1951-01-16, 5 records, Verified
Evidence
Matched against TPA-50827
| 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 automaticallye4ba15d55d2026-10-22 12:43:53, scoring_agentidentity id MBR-005732, confidence 1, method probabilistic, matched record TPA-50827, policy version 1
- Record linked automaticallyb1e2136f502026-10-19 19:54:38, scoring_agentidentity id MBR-005732, confidence 1, method probabilistic, matched record TPA-50827, policy version 1
- Record linked automatically2c1181d7d62026-10-19 19:52:08, scoring_agentidentity id MBR-005732, confidence 1, method probabilistic, matched record TPA-50827, policy version 1
- Record linked automatically3b97ebc7002026-10-19 19:45:42, scoring_agentidentity id MBR-005732, confidence 1, method probabilistic, matched record TPA-50827, policy version 1
- Record linked automaticallydf4a8167c92026-10-19 19:32:31, scoring_agentidentity id MBR-005732, confidence 1, method probabilistic, matched record TPA-50827, policy version 1
- Record linked automatically3f4e0f7d462026-10-19 19:31:28, scoring_agentidentity id MBR-033991, confidence 0.994, method probabilistic, matched record CLM-401915, policy version 1