Record, CLM, bronze and silver
CLM-431947
Received 2026-05-20T18:46:46Z, line 89,503 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 | JACQUELINE | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 11/17/1954 | 1954-11-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (705) 218-9275 | 7052189275 | Parsed |
| — | — | Unchanged | |
| Address | 1902 Canyon Road | 1902 Canyon Rd | Changed |
| City | DALLAS | Dallas | Changed |
| State | ·TX | TX | Changed |
| ZIP | 75237 | 75237 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.72
- Name key
- jacqueline|sandoval
- Address key
- 1902|canyon|75237
- Canonical first
- jacqueline
Quality flags
8 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)
- 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
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031556
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Sandoval, 1954-11-17, 2 records, Verified
Evidence
Matched against PRV-29350
| 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 automatically43be2be14c2026-10-19 19:54:38, scoring_agentidentity id MBR-031556, confidence 1, method probabilistic, matched record PRV-29350, policy version 1
- Record linked automatically2232e421442026-10-19 19:52:09, scoring_agentidentity id MBR-031556, confidence 1, method probabilistic, matched record PRV-29350, policy version 1
- Record linked automatically3548d8d1f42026-10-19 19:45:42, scoring_agentidentity id MBR-031556, confidence 1, method probabilistic, matched record PRV-29350, policy version 1
- Record linked automaticallyc81e0e24292026-10-19 19:32:31, scoring_agentidentity id MBR-031556, confidence 1, method probabilistic, matched record PRV-29350, policy version 1
- Record linked automaticallyb95578b35d2026-10-19 19:31:28, scoring_agentidentity id MBR-017430, confidence 1, method probabilistic, matched record ENR-142170, policy version 1