Record, CLM, bronze and silver
CLM-429963
Received 2026-07-08T21:21:56Z, line 99,397 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 | Betty | Betty | Unchanged |
| Middle | Q | Q | Unchanged |
| Last name | Sandoval·· | Sandoval | Changed |
| Date of birth | 09/25/44 | 1944-09-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 1080 DESERT SKY BOULEVARD | 1080 Desert Sky Blvd | Changed |
| City | ·DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75227 | 75227 | Unchanged |
| Group | GRP-5419 | GRP-5419 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- betty|sandoval
- Address key
- 1080|desert sky|75227
- Canonical first
- betty
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-63224 | 1.00 | Scored | — | Auto-linked |
| CLM-429962 | 1.00 | Scored | — | Auto-linked |
| ENR-139275 | 1.00 | Scored | — | Auto-linked |
| PRV-28766 | 1.00 | Scored | — | Auto-linked |
| TPA-63223 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023917
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Sandoval, 1944-09-25, 6 records, Verified
Evidence
Matched against PRV-28766
| 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 automatically7e5cff6c172026-10-19 19:54:38, scoring_agentidentity id MBR-023917, confidence 1, method probabilistic, matched record PRV-28766, policy version 1
- Record linked automatically397409a0442026-10-19 19:52:09, scoring_agentidentity id MBR-023917, confidence 1, method probabilistic, matched record PRV-28766, policy version 1
- Record linked automatically237f1e340a2026-10-19 19:45:42, scoring_agentidentity id MBR-023917, confidence 1, method probabilistic, matched record PRV-28766, policy version 1
- Record linked automaticallyeef38c14e82026-10-19 19:32:31, scoring_agentidentity id MBR-023917, confidence 1, method probabilistic, matched record PRV-28766, policy version 1
- Record linked automatically2203759d152026-10-19 19:31:28, matching_agentidentity id MBR-017945, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429962