Record, CLM, bronze and silver
CLM-407313
Received 2026-08-12T14:59:24Z, line 29,234 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 | tommy | Tommy | Changed |
| Middle | — | — | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 2002-10-08 | 2002-10-08 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 18288912604 | 8288912604 | Parsed |
| ·- | — | Cleared | |
| Address | 1690 Willow Court | 1690 Willow Ct | Changed |
| City | Nashville | Nashville | Unchanged |
| State | tn | TN | Changed |
| ZIP | 37229·· | 37229 | Changed |
| Group | GRP-7392 | GRP-7392 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- thomas|espinoza
- Address key
- 1690|willow|37229
- Canonical first
- thomas
Quality flags
8 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
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| CLM-407312 | 1.00 | Scored | — | Auto-linked |
| ENR-109569 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025808
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Espinoza, 2002-10-08, 3 records, Verified
Evidence
Matched against ENR-109569
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automaticallyc3156ce96d2026-10-19 19:54:38, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record ENR-109569, policy version 1
- Record linked automaticallya8dc6ff9462026-10-19 19:52:09, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record ENR-109569, policy version 1
- Record linked automatically95db7266e92026-10-19 19:45:42, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record ENR-109569, policy version 1
- Record linked automaticallydea9d2fdff2026-10-19 19:32:31, scoring_agentidentity id MBR-025808, confidence 1, method probabilistic, matched record ENR-109569, policy version 1
- Record linked automatically5bd79f865c2026-10-19 19:31:28, matching_agentidentity id MBR-040623, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109591