Record, CLM, bronze and silver
CLM-411184
Received 2026-09-27T07:38:02Z, line 32,478 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 | kelly | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | obrien | Obrien | Changed |
| Date of birth | 04/21/1988 | 1988-04-21 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| NULL | — | Cleared | |
| Address | 3449 Camelback Road | 3449 Camelback Rd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43266 | 43266 | Unchanged |
| Group | GRP-5182 | GRP-5182 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- kelly|obrien
- Address key
- 3449|camelback|43266
- Canonical first
- kelly
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-114710 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036431
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Obrien, 1988-04-21, 2 records, Verified
Evidence
Matched against ENR-114710
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically96b14b0ca12026-10-22 12:43:55, scoring_agentidentity id MBR-036431, confidence 1, method probabilistic, matched record ENR-114710, policy version 1
- Record linked automaticallydc3d311a042026-10-19 19:54:39, scoring_agentidentity id MBR-036431, confidence 1, method probabilistic, matched record ENR-114710, policy version 1
- Record linked automatically070f97c61c2026-10-19 19:52:09, scoring_agentidentity id MBR-036431, confidence 1, method probabilistic, matched record ENR-114710, policy version 1
- Record linked automaticallyaebbcdae782026-10-19 19:45:42, scoring_agentidentity id MBR-036431, confidence 1, method probabilistic, matched record ENR-114710, policy version 1
- Record linked automatically4152b5587b2026-10-19 19:32:31, scoring_agentidentity id MBR-036431, confidence 1, method probabilistic, matched record ENR-114710, policy version 1
- Record linked automaticallyad5d7c9d0f2026-10-19 19:31:28, scoring_agentidentity id MBR-002574, confidence 1, method probabilistic, matched record PRV-23326, policy version 1