Record, CLM, bronze and silver
CLM-416204
Received 2026-10-16T00:22:49Z, line 68,805 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 | PAMELA | Pamela | Changed |
| Middle | — | — | Unchanged |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 19730223·· | 1973-02-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-19463-21 | UHC-19463-21 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 7695414373 | 7695414373 | Unchanged |
| — | — | Unchanged | |
| Address | 383 MEADOW LANE | 383 Meadow Ln | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28235 | 28235 | Unchanged |
| Group | GRP-3665 | GRP-3665 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.76
- Name key
- pamela|ruiz
- Address key
- 383|meadow|28235
- 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-57102 | 1.00 | Scored | — | Auto-linked |
| ENR-121339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416203 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57101 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000571
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Pamela Ruiz, 1973-02-23, 5 records, Verified
Evidence
Matched against TPA-57102
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically360709c09c2026-10-19 19:54:38, scoring_agentidentity id MBR-000571, confidence 1, method probabilistic, matched record TPA-57102, policy version 1
- Record linked automatically11971a61a12026-10-19 19:52:08, scoring_agentidentity id MBR-000571, confidence 1, method probabilistic, matched record TPA-57102, policy version 1
- Record linked automatically90d9f878122026-10-19 19:45:41, scoring_agentidentity id MBR-000571, confidence 1, method probabilistic, matched record TPA-57102, policy version 1
- Record linked automatically6f0b6a989f2026-10-19 19:32:31, scoring_agentidentity id MBR-000571, confidence 1, method probabilistic, matched record TPA-57102, policy version 1
- Record linked automatically5325b0ae8a2026-10-19 19:31:28, scoring_agentidentity id MBR-010959, confidence 1, method probabilistic, matched record ENR-121218, policy version 1