Record, CLM, bronze and silver
CLM-401334
Received 2026-08-22T06:20:37Z, line 18,358 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 | ANDREW | Andrew | Changed |
| Middle | — | — | Unchanged |
| Last name | FIELDS | Fields | Changed |
| Date of birth | 23-03-1995 | 1995-03-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-34165-43 | UHC-34165-43 | Unchanged |
| SSN | •••-••-1926 | •••-••-1926 | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 3129 Main St | 3129 Main St | Unchanged |
| City | Jacksonville | Jacksonville | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32261 | 32261 | Unchanged |
| Group | GRP-4317·· | GRP-4317 | Changed |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- andrew|fields
- Address key
- 3129|main|32261
- Canonical first
- andrew
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-50576 | 1.00 | Scored | — | Auto-linked |
| TPA-50575 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401333 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401332 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50574 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004401
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrew Fields, 1995-03-23, 6 records, Verified
Evidence
Matched against TPA-50576
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8844e141d22026-10-19 19:54:38, scoring_agentidentity id MBR-004401, confidence 1, method probabilistic, matched record TPA-50576, policy version 1
- Record linked automaticallyb9dbb17d352026-10-19 19:52:08, scoring_agentidentity id MBR-004401, confidence 1, method probabilistic, matched record TPA-50576, policy version 1
- Record linked automatically5f24609e312026-10-19 19:45:42, scoring_agentidentity id MBR-004401, confidence 1, method probabilistic, matched record TPA-50576, policy version 1
- Record linked automatically7bc233f0e52026-10-19 19:32:31, scoring_agentidentity id MBR-004401, confidence 1, method probabilistic, matched record TPA-50576, policy version 1
- Record linked automaticallyac02a99e6a2026-10-19 19:31:28, matching_agentidentity id MBR-037147, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101813