Record, CLM, bronze and silver
CLM-420664
Received 2026-05-31T07:50:51Z, line 23,510 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 | Thomas | Thomas | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Scott | Scott | Unchanged |
| Date of birth | 1970-07-24 | 1970-07-24 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 713-474-7562 | 7134747562 | Parsed |
| — | — | Unchanged | |
| Address | 2385 Park Place | 2385 Park Pl | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | Minnesota | MN | Changed |
| ZIP | 55374 | 55374 | Unchanged |
| Group | GRP-7552 | GRP-7552 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- thomas|scott
- Address key
- 2385|park|55374
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- 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-420666 | 0.98 | Scored | — | Auto-linked |
| TPA-59068 | 0.98 | Scored | — | Auto-linked |
| CLM-420665 | 0.98 | Scored | — | Auto-linked |
| ENR-127168 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002585
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Scott Thomas, 1970-07-24, 6 records, Verified
Evidence
Matched against CLM-420665
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically1f6b728af12026-10-19 19:54:38, scoring_agentidentity id MBR-002585, confidence 0.984, method probabilistic, matched record CLM-420665, policy version 1
- Record linked automatically4a0eab17d12026-10-19 19:52:08, scoring_agentidentity id MBR-002585, confidence 0.984, method probabilistic, matched record CLM-420665, policy version 1
- Record linked automaticallya6f33429352026-10-19 19:45:41, scoring_agentidentity id MBR-002585, confidence 0.984, method probabilistic, matched record CLM-420665, policy version 1
- Record linked automatically4da8a386e62026-10-19 19:32:31, scoring_agentidentity id MBR-002585, confidence 0.984, method probabilistic, matched record CLM-420665, policy version 1
- Record linked automaticallye37d405a522026-10-19 19:31:28, matching_agentidentity id MBR-002794, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-127150