Record, CLM, bronze and silver
CLM-411052
Received 2026-06-18T19:55:56Z, line 19,572 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 | LI | Li | Changed |
| Middle | — | — | Unchanged |
| Last name | LAURA | Laura | Changed |
| Date of birth | 1952-03-28 | 1952-03-28 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-57989-41 | UHC-57989-41 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (699) 616-5002 | 6996165002 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-2082 | GRP-2082 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- li|laura
- Address key
- —
- Canonical first
- li
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-54830 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035418
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Li Laura, 1952-03-28, 2 records, Verified
Evidence
Matched against TPA-54830
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically312f6f3d512026-10-22 12:43:55, scoring_agentidentity id MBR-035418, confidence 0.969, method probabilistic, matched record TPA-54830, policy version 1
- Record linked automaticallya407f945402026-10-19 19:54:39, scoring_agentidentity id MBR-035418, confidence 0.969, method probabilistic, matched record TPA-54830, policy version 1
- Record linked automatically2b6733b9752026-10-19 19:52:09, scoring_agentidentity id MBR-035418, confidence 0.969, method probabilistic, matched record TPA-54830, policy version 1
- Record linked automaticallybfb1518c3f2026-10-19 19:45:42, scoring_agentidentity id MBR-035418, confidence 0.969, method probabilistic, matched record TPA-54830, policy version 1
- Record linked automatically8c68e8240f2026-10-19 19:32:31, scoring_agentidentity id MBR-035418, confidence 0.969, method probabilistic, matched record TPA-54830, policy version 1
- Record linked automaticallybc434b507b2026-10-19 19:31:28, matching_agentidentity id MBR-027869, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114641