Record, CLM, bronze and silver
CLM-430503
Received 2026-03-16T14:19:29Z, line 64,335 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Guzman | Guzman | Unchanged |
| Date of birth | 11-06-1982 | 1982-06-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-98619-77 | UHC-98619-77 | Unchanged |
| SSN | •••-••-8256 | •••-••-8256 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 9168 MOUNTAIN VIEW DRIVE | 9168 Mountain View Dr | Changed |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85257 | 85257 | Unchanged |
| Group | GRP-5175·· | GRP-5175 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- pamela|guzman
- Address key
- 9168|mountain view|85257
- Canonical first
- pamela
Quality flags
5 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-430502 | 1.00 | Scored | — | Auto-linked |
| ENR-140032 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020086
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Pamela Guzman, 1982-06-11, 3 records, Verified
Evidence
Matched against CLM-430502
| 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 automatically6b69ea010b2026-10-22 12:43:54, scoring_agentidentity id MBR-020086, confidence 1, method probabilistic, matched record CLM-430502, policy version 1
- Record linked automaticallycded4df3ee2026-10-19 19:54:38, scoring_agentidentity id MBR-020086, confidence 1, method probabilistic, matched record CLM-430502, policy version 1
- Record linked automatically0f6491c9812026-10-19 19:52:09, scoring_agentidentity id MBR-020086, confidence 1, method probabilistic, matched record CLM-430502, policy version 1
- Record linked automatically00736882352026-10-19 19:45:42, scoring_agentidentity id MBR-020086, confidence 1, method probabilistic, matched record CLM-430502, policy version 1
- Record linked automatically686bc2a28c2026-10-19 19:32:31, scoring_agentidentity id MBR-020086, confidence 1, method probabilistic, matched record CLM-430502, policy version 1
- Record linked automaticallyfa3cc579642026-10-19 19:31:28, matching_agentidentity id MBR-010184, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430505