Record, CLM, bronze and silver
CLM-421736
Received 2026-01-22T06:15:53Z, line 81,151 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 | Singh, Luuis | Luuis | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Singh | Changed |
| Date of birth | Mar 23, 1964 | 1964-03-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-80133-34·· | UHC-80133-34 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | 573-356-3977·· | 5733563977 | Parsed |
| - | — | Cleared | |
| Address | 3450 Indian School Rd | 3450 Indian School Rd | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32856 | 32856 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.78
- Name key
- luuis|singh
- Address key
- 3450|indian school|32856
- Canonical first
- luuis
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-421735 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006609
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Luis Singh, 1964-03-23, 2 records, Verified
Evidence
Matched against CLM-421735
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically8057ec02e82026-10-22 12:43:53, scoring_agentidentity id MBR-006609, confidence 0.991, method probabilistic, matched record CLM-421735, policy version 1
- Record linked automatically6ee36825112026-10-19 19:54:38, scoring_agentidentity id MBR-006609, confidence 0.991, method probabilistic, matched record CLM-421735, policy version 1
- Record linked automatically318fc490042026-10-19 19:52:09, scoring_agentidentity id MBR-006609, confidence 0.991, method probabilistic, matched record CLM-421735, policy version 1
- Record linked automaticallyc45b53b9632026-10-19 19:45:42, scoring_agentidentity id MBR-006609, confidence 0.991, method probabilistic, matched record CLM-421735, policy version 1
- Record linked automatically8463c639e72026-10-19 19:32:31, scoring_agentidentity id MBR-006609, confidence 0.991, method probabilistic, matched record CLM-421735, policy version 1
- Record linked automatically8d630ba27a2026-10-19 19:31:28, matching_agentidentity id MBR-032801, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421735