Record, CLM, bronze and silver
CLM-406802
Received 2026-07-30T12:12:43Z, line 38,308 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 | Kinng, Jacob | Jacob | Changed |
| Middle | N. | N | Changed |
| Last name | — | Kinng | Changed |
| Date of birth | 1970-03-14 | 1970-03-14 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 15236796588 | 5236796588 | Parsed |
| ·· | — | Unchanged | |
| Address | 7963 Lake View Rd #297 | 7963 Lake View Rd # 297 | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85266 | 85266 | Unchanged |
| Group | GRP-2769 | GRP-2769 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.68
- Name key
- jacob|kinng
- Address key
- 7963|lake view|85266
- Canonical first
- jacob
Quality flags
4 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-406801 | 0.99 | Scored | — | Auto-linked |
| ENR-108887 | 0.99 | Scored | — | Auto-linked |
| ENR-108888 | 0.99 | Scored | — | Auto-linked |
| CLM-406803 | 0.99 | Scored | — | Auto-linked |
| TPA-52989 | 0.92 | Scored | — | Auto-linked |
| TPA-52988 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001075
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jacob King, 1970-03-14, 7 records, Verified
Evidence
Matched against ENR-108887
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically40772b86582026-10-19 19:54:38, scoring_agentidentity id MBR-001075, confidence 0.991, method probabilistic, matched record ENR-108887, policy version 1
- Record linked automatically77989484cc2026-10-19 19:52:08, scoring_agentidentity id MBR-001075, confidence 0.991, method probabilistic, matched record ENR-108887, policy version 1
- Record linked automaticallyf37da5d7432026-10-19 19:45:41, scoring_agentidentity id MBR-001075, confidence 0.991, method probabilistic, matched record ENR-108887, policy version 1
- Record linked automatically22fe5a891f2026-10-19 19:32:31, scoring_agentidentity id MBR-001075, confidence 0.991, method probabilistic, matched record ENR-108887, policy version 1
- Record linked automatically0efa62f6ba2026-10-19 19:31:28, scoring_agentidentity id MBR-014630, confidence 1, method probabilistic, matched record CLM-406803, policy version 1