Record, CLM, bronze and silver
CLM-405331
Received 2026-01-23T07:48:54Z, line 75,237 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 | Rachel H. | Rachel | Changed |
| Middle | — | H | Changed |
| Last name | Wong | Wong | Unchanged |
| Date of birth | 1946-03-22 | 1946-03-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-0800 | •••-••-0800 | Unchanged |
| Phone | 8184020223 | 8184020223 | Unchanged |
| N/A | — | Cleared | |
| Address | 9625 Ocean Avenue | 9625 Ocean Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80232-3586 | 80232 | Changed |
| Group | GRP-1310 | GRP-1310 | Unchanged |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.52
- Name key
- rachel|wong
- Address key
- 9625|ocean|80232
- Canonical first
- rachel
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-405330 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405329 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006912
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Rachel Wong, 1946-03-22, 2 records, Verified
Evidence
Matched against CLM-405330
| 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 | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2341f4cfd52026-10-19 19:54:38, matching_agentidentity id MBR-006912, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405330
- Record linked automatically35a4b78d352026-10-19 19:52:09, matching_agentidentity id MBR-006912, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405330
- Record linked automaticallye7821d3bcf2026-10-19 19:45:42, matching_agentidentity id MBR-006912, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405330
- Record linked automaticallyaf6f1ee6e72026-10-19 19:32:31, matching_agentidentity id MBR-006912, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405330
- Record linked automatically96de88128e2026-10-19 19:31:28, scoring_agentidentity id MBR-013411, confidence 1, method probabilistic, matched record TPA-52386, policy version 1