Record, CLM, bronze and silver
CLM-424498
Received 2026-05-22T01:11:53Z, line 76,579 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, Kyle | Kyle | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Li | Changed |
| Date of birth | 1941-01-02 | 1941-01-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 18854722241 | 8854722241 | Parsed |
| N/A | — | Cleared | |
| Address | 1629 River Rd | 1629 River Rd | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85724 | 85724 | Unchanged |
| Group | GRP-3279 | GRP-3279 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.82
- Name key
- kyle|li
- Address key
- 1629|river|85724
- Canonical first
- kyle
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| ENR-132019 | 1.00 | Scored | — | Auto-linked |
| TPA-60799 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029544
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kyle Li, 1941-01-02, 3 records, Verified
Evidence
Matched against ENR-132019
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automaticallye9ee349c482026-10-19 19:54:38, scoring_agentidentity id MBR-029544, confidence 1, method probabilistic, matched record ENR-132019, policy version 1
- Record linked automaticallyf7eebcd6602026-10-19 19:52:09, scoring_agentidentity id MBR-029544, confidence 1, method probabilistic, matched record ENR-132019, policy version 1
- Record linked automatically8c6a9b2fa72026-10-19 19:45:42, scoring_agentidentity id MBR-029544, confidence 1, method probabilistic, matched record ENR-132019, policy version 1
- Record linked automaticallycee8c271292026-10-19 19:32:31, scoring_agentidentity id MBR-029544, confidence 1, method probabilistic, matched record ENR-132019, policy version 1
- Record linked automaticallybdc495f20b2026-10-19 19:31:28, matching_agentidentity id MBR-013425, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424501