Record, CLM, bronze and silver
CLM-421183
Received 2026-05-16T14:00:34Z, line 153 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | gary | Gary | Changed |
| Middle | M. | M | Changed |
| Last name | guerrero | Guerrero | Changed |
| Date of birth | 12/10/85 | 1985-12-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5385 | •••-••-5385 | Unchanged |
| Phone | 14105945149 | 4105945149 | Parsed |
| N/A | — | Cleared | |
| Address | 5571 JEFFERSON AVE | 5571 Jefferson Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9963·· | GRP-9963 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- gary|guerrero
- Address key
- 5571|jefferson|los angeles
- Canonical first
- gary
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-127786 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421184 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024485
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Gary Guerrero, 1985-12-10, 3 records, Verified
Evidence
Matched against ENR-127786
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallycb43305ed52026-10-19 19:54:38, matching_agentidentity id MBR-024485, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127786
- Record linked automaticallyc14a13a5f72026-10-19 19:52:09, matching_agentidentity id MBR-024485, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127786
- Record linked automaticallyc2f0b70afa2026-10-19 19:45:42, matching_agentidentity id MBR-024485, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127786
- Record linked automaticallya919882d992026-10-19 19:32:31, matching_agentidentity id MBR-024485, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127786
- Record linked automaticallya0344ae2eb2026-10-19 19:31:28, scoring_agentidentity id MBR-017879, confidence 1, method probabilistic, matched record TPA-59256, policy version 1