Record, CLM, bronze and silver
CLM-400243
Received 2026-01-18T20:52:47Z , line 4,833 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 | Gonzalez, Pamela | Pamela | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gonzalez | Changed |
| Date of birth | 12/18/1996 | 1996-12-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-32865-94 | UHC-32865-94 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 829 874 1320 | 8298741320 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2138 Highland Ave | 2138 Highland Ave | Unchanged |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92148·· | 92148 | Changed |
| Group | GRP-6898 | GRP-6898 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- pamela|gonzalez
- Address key
- 2138|highland|92148
- Canonical first
- pamela
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-50103 | 1.00 | Scored | — | Auto-linked |
| CLM-400244 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100338 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400245 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005609
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Pamela Gonzalez, 1996-12-18, 5 records, Verified
Evidence
Matched against TPA-50103
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7c8a9088a2026-10-19 19:54:38, scoring_agentidentity id MBR-005609, confidence 1, method probabilistic, matched record TPA-50103, policy version 1
- Record linked automatically2f94ffe3562026-10-19 19:52:08, scoring_agentidentity id MBR-005609, confidence 1, method probabilistic, matched record TPA-50103, policy version 1
- Record linked automatically3c7ff767452026-10-19 19:45:42, scoring_agentidentity id MBR-005609, confidence 1, method probabilistic, matched record TPA-50103, policy version 1
- Record linked automaticallyb14b8b7fe42026-10-19 19:32:31, scoring_agentidentity id MBR-005609, confidence 1, method probabilistic, matched record TPA-50103, policy version 1
- Record linked automatically4f9d0835cd2026-10-19 19:31:28, matching_agentidentity id MBR-007165, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100346