Record, CLM, bronze and silver
CLM-405494
Received 2026-08-29T20:55:51Z, line 68,078 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 | Fowler, Lori | Lori | Changed |
| Middle | A | A | Unchanged |
| Last name | — | Fowler | Changed |
| Date of birth | 21-10-1972 | 1972-10-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-9873 | •••-••-9873 | Unchanged |
| Phone | ·· | — | Unchanged |
| NULL | — | Cleared | |
| Address | 194 Church St·· | 194 Church St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33640-2016 | 33640 | Changed |
| Group | GRP-9971 | GRP-9971 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- lori|fowler
- Address key
- 194|church|33640
- Canonical first
- lori
Quality flags
5 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)
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-405495 | 1.00 | Scored | — | Auto-linked |
| ENR-107242 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52424 | 0.93 | Scored | — | Auto-linked |
| CLM-405496 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031867
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lori Fowler, 1972-10-21, 5 records, Verified
Evidence
Matched against CLM-405495
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6281dc8a312026-10-19 19:54:38, scoring_agentidentity id MBR-031867, confidence 1, method probabilistic, matched record CLM-405495, policy version 1
- Record linked automatically4aff04f3d42026-10-19 19:52:09, scoring_agentidentity id MBR-031867, confidence 1, method probabilistic, matched record CLM-405495, policy version 1
- Record linked automatically9208ef201b2026-10-19 19:45:42, scoring_agentidentity id MBR-031867, confidence 1, method probabilistic, matched record CLM-405495, policy version 1
- Record linked automaticallya83f91fe292026-10-19 19:32:31, scoring_agentidentity id MBR-031867, confidence 1, method probabilistic, matched record CLM-405495, policy version 1
- Record linked automatically9cdce5a4a72026-10-19 19:31:28, matching_agentidentity id MBR-010442, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107170