Record, CLM, bronze and silver
CLM-413124
Received 2026-03-29T05:16:38Z, line 73,045 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 | Howard, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Howard | Changed |
| Date of birth | Jul 1, 1971·· | 1971-07-01 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 254-668-3803 | 2546683803 | Parsed |
| - | — | Cleared | |
| Address | 5872 Jefferson Avenue Apt 25 | 5872 Jefferson Ave Apt 25 | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37253 | 37253 | Unchanged |
| Group | GRP-3469 | GRP-3469 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.34
- Name key
- frank|howard
- Address key
- 5872|jefferson|37253
- Canonical first
- frank
Quality flags
9 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)
- 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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-23799 | 1.00 | Scored | — | Auto-linked |
| ENR-117232 | 1.00 | Scored | — | Auto-linked |
| CLM-413126 | 1.00 | Scored | — | Auto-linked |
| ENR-117233 | 1.00 | Scored | — | Auto-linked |
| CLM-413125 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019927
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Howard, 1971-07-01, 6 records, Verified
Evidence
Matched against CLM-413126
| 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 automaticallyc79fe08b522026-10-19 19:54:38, scoring_agentidentity id MBR-019927, confidence 1, method probabilistic, matched record CLM-413126, policy version 1
- Record linked automatically1c132f6cd32026-10-19 19:52:09, scoring_agentidentity id MBR-019927, confidence 1, method probabilistic, matched record CLM-413126, policy version 1
- Record linked automaticallyb355344f5e2026-10-19 19:45:42, scoring_agentidentity id MBR-019927, confidence 1, method probabilistic, matched record CLM-413126, policy version 1
- Record linked automatically694813b2042026-10-19 19:32:31, scoring_agentidentity id MBR-019927, confidence 1, method probabilistic, matched record CLM-413126, policy version 1
- Record linked automaticallyf8a96395022026-10-19 19:31:28, matching_agentidentity id MBR-034346, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117339