Record, CLM, bronze and silver
CLM-432035
Received 2026-02-21T21:01:50Z, line 94,772 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 | ·Tommy | Tommy | Changed |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 03-01-1993 | 1993-01-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-07213-66 | UHC-07213-66 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 878 381 5404 | 8783815404 | Parsed |
| NULL | — | Cleared | |
| Address | 279 APACHE BOULEVARD | 279 Apache Blvd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·77072 | 77072 | Changed |
| Group | GRP-9094 | GRP-9094 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- thomas|singh
- Address key
- 279|apache|77072
- Canonical first
- thomas
Quality flags
6 raised during normalisation
- 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
- 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-142045 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013106
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Thhomas Singh, 1993-01-03, 2 records, Verified
Evidence
Matched against ENR-142045
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf29eb705f22026-10-22 12:43:54, matching_agentidentity id MBR-013106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142045
- Record linked automatically235e2a4b3b2026-10-19 19:54:38, matching_agentidentity id MBR-013106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142045
- Record linked automatically08776c63682026-10-19 19:52:09, matching_agentidentity id MBR-013106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142045
- Record linked automaticallydb99154b4d2026-10-19 19:45:42, matching_agentidentity id MBR-013106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142045
- Record linked automatically9c5e03f7432026-10-19 19:32:31, matching_agentidentity id MBR-013106, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142045