Record, CLM, bronze and silver
CLM-402327
Received 2026-09-09T21:58:47Z, line 41,828 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 | vzaquez | Vzaquez | Changed |
| Date of birth | 1976-04-22 | 1976-04-22 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-24088-91 | UHC-24088-91 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 265-771-8014 | 2657718014 | Parsed |
| N/A | — | Cleared | |
| Address | 2062 Park Place | 2062 Park Pl | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93758 | 93758 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- pamela|vzaquez
- Address key
- 2062|park|93758
- Canonical first
- pamela
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-50987 | 0.99 | Scored | — | Auto-linked |
| ENR-102984 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20688 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014752
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Pamela Vazquez, 1976-04-22, 4 records, Verified
Evidence
Matched against TPA-50987
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycc8d368b6f2026-10-19 19:54:38, scoring_agentidentity id MBR-014752, confidence 0.992, method probabilistic, matched record TPA-50987, policy version 1
- Record linked automatically48dd9bfbf92026-10-19 19:52:09, scoring_agentidentity id MBR-014752, confidence 0.992, method probabilistic, matched record TPA-50987, policy version 1
- Record linked automatically7a13c1141c2026-10-19 19:45:42, scoring_agentidentity id MBR-014752, confidence 0.992, method probabilistic, matched record TPA-50987, policy version 1
- Record linked automaticallyad408825db2026-10-19 19:32:31, scoring_agentidentity id MBR-014752, confidence 0.992, method probabilistic, matched record TPA-50987, policy version 1
- Record linked automatically72f7bf9c482026-10-19 19:31:28, matching_agentidentity id MBR-027085, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103071