Record, CLM, bronze and silver
CLM-426610
Received 2026-08-04T00:32:44Z, line 78,132 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 | Barb·· | Barb | Changed |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 12/10/73 | 1973-12-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-24731-68 | UHC-24731-68 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 826-613-9748 | 8266139748 | Parsed |
| — | — | Unchanged | |
| Address | 7133 Apache Blvd | 7133 Apache Blvd | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33651 | 33651 | Unchanged |
| Group | GRP-3010·· | GRP-3010 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- barbara|johnston
- Address key
- 7133|apache|33651
- Canonical first
- barbara
Quality flags
4 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-61756 | 1.00 | Scored | — | Auto-linked |
| ENR-134900 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426611 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003027
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Johnston, 1973-12-10, 3 records, Verified
Evidence
Matched against TPA-61756
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automatically9e663dc54d2026-10-19 19:54:38, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record TPA-61756, policy version 1
- Record linked automatically6e79596aed2026-10-19 19:52:08, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record TPA-61756, policy version 1
- Record linked automatically15399e78022026-10-19 19:45:41, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record TPA-61756, policy version 1
- Record linked automatically2c430787722026-10-19 19:32:31, scoring_agentidentity id MBR-003027, confidence 1, method probabilistic, matched record TPA-61756, policy version 1
- Record linked automaticallyd517e1cbd62026-10-19 19:31:28, matching_agentidentity id MBR-016135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135201