Record, CLM, bronze and silver
CLM-401669
Received 2026-07-17T04:31:22Z, line 65,278 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, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Li | Changed |
| Date of birth | 19741004 | 1974-10-04 | Parsed |
| Gender | ·Male | M | Parsed |
| Member ID | UHC-11541-03 | UHC-11541-03 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (334) 618-9898 | 3346189898 | Parsed |
| — | — | Unchanged | |
| Address | 365 HIGHLAND AVENUE | 365 Highland Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85209 | 85209 | Unchanged |
| Group | - | — | Cleared |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.34
- Name key
- frank|li
- Address key
- 365|highland|85209
- Canonical first
- frank
Quality flags
9 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
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-50725 | 1.00 | Scored | — | Auto-linked |
| PRV-20510 | 1.00 | Scored | — | Auto-linked |
| ENR-102176 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401668 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037515
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Li, 1974-10-04, 5 records, Verified
Evidence
Matched against PRV-20510
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb615249fef2026-10-19 19:54:39, scoring_agentidentity id MBR-037515, confidence 1, method probabilistic, matched record PRV-20510, policy version 1
- Record linked automatically038e33441d2026-10-19 19:52:09, scoring_agentidentity id MBR-037515, confidence 1, method probabilistic, matched record PRV-20510, policy version 1
- Record linked automatically6329cea7e02026-10-19 19:45:42, scoring_agentidentity id MBR-037515, confidence 1, method probabilistic, matched record PRV-20510, policy version 1
- Record linked automaticallycc8b69c12b2026-10-19 19:32:31, scoring_agentidentity id MBR-037515, confidence 1, method probabilistic, matched record PRV-20510, policy version 1
- Record linked automaticallye709e663042026-10-19 19:31:28, scoring_agentidentity id MBR-018407, confidence 0.874, method probabilistic, matched record CLM-401670, policy version 1