Record, CLM, bronze and silver
CLM-411237
Received 2026-09-10T09:48:50Z, line 37,996 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 | Spencer, Joyce | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Spencer | Changed |
| Date of birth | 1948-01-17 | 1948-01-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 971 238 0933 | 9712380933 | Parsed |
| JOYCE.SPENCER47@GMAIL.COM | joyce.spencer47@gmail.com | Changed | |
| Address | 5919 BROADWAY #624 | 5919 Broadway # 624 | Changed |
| City | ·Sacramento | Sacramento | Changed |
| State | CA | CA | Unchanged |
| ZIP | 95800 | 95800 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- joyce|spencer
- Address key
- 5919|broadway|95800
- Canonical first
- joyce
Quality flags
6 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
- Address re-casedStreet line re-cased and punctuation removed
- Email lower-casedEmail lower-cased
- 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-54935 | 1.00 | Scored | — | Auto-linked |
| ENR-114776 | 0.82 | Scored | — | Sent to steward |
| CLM-411238 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-043819
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Spencer, 1948-01-17, 2 records, Verified
Evidence
Matched against TPA-54935
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyab497f2ef22026-10-19 19:54:39, scoring_agentidentity id MBR-043819, confidence 1, method probabilistic, matched record TPA-54935, policy version 1
- Record linked automaticallyc8e63636db2026-10-19 19:52:09, scoring_agentidentity id MBR-043819, confidence 1, method probabilistic, matched record TPA-54935, policy version 1
- Record linked automatically0b1e5b25e22026-10-19 19:45:42, scoring_agentidentity id MBR-043819, confidence 1, method probabilistic, matched record TPA-54935, policy version 1
- Record linked automaticallybd0bf29afa2026-10-19 19:32:31, scoring_agentidentity id MBR-043819, confidence 1, method probabilistic, matched record TPA-54935, policy version 1
- Record linked automatically7408e9f2322026-10-19 19:31:28, matching_agentidentity id MBR-025115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114873