Record, CLM, bronze and silver
CLM-413737
Received 2026-01-15T05:31:13Z, line 98,241 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 | JONATHAN | Jonathan | Changed |
| Middle | — | — | Unchanged |
| Last name | MARQUEZ | Marquez | Changed |
| Date of birth | 09/02/1967 | 1967-09-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (271) 614-7183 | 2716147183 | Parsed |
| null | — | Cleared | |
| Address | 6239 Canyon Road | 6239 Canyon Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | ·TX | TX | Changed |
| ZIP | -·· | — | Cleared |
| Group | GRP-5380 | GRP-5380 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- jonathan|marquez
- Address key
- 6239|canyon|dallas
- Canonical first
- jonathan
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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-117966 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002176
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Jonathan Marquez, 1967-09-02, 2 records, Verified
Evidence
Matched against ENR-117966
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically799c31590d2026-10-22 12:43:53, scoring_agentidentity id MBR-002176, confidence 0.937, method probabilistic, matched record ENR-117966, policy version 1
- Record linked automatically32be8802c02026-10-19 19:54:38, scoring_agentidentity id MBR-002176, confidence 0.937, method probabilistic, matched record ENR-117966, policy version 1
- Record linked automatically6e13ecbd3e2026-10-19 19:52:08, scoring_agentidentity id MBR-002176, confidence 0.937, method probabilistic, matched record ENR-117966, policy version 1
- Record linked automatically02ffdb36862026-10-19 19:45:41, scoring_agentidentity id MBR-002176, confidence 0.937, method probabilistic, matched record ENR-117966, policy version 1
- Record linked automaticallyb9e79721b02026-10-19 19:32:31, scoring_agentidentity id MBR-002176, confidence 0.937, method probabilistic, matched record ENR-117966, policy version 1