Record, CLM, bronze and silver
CLM-409414
Received 2026-08-26T12:43:56Z, line 12,266 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 | Bobby | Bobby | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Harper | Harper | Changed |
| Date of birth | 1991-12-14 | 1991-12-14 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 12702784382 | 2702784382 | Parsed |
| N/A | — | Cleared | |
| Address | 516 PARK PLACE | 516 Park Pl | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93701 | 93701 | Unchanged |
| Group | GRP-8385 | GRP-8385 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- robert|harper
- Address key
- 516|park|93701
- Canonical first
- robert
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- 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-112399 | 1.00 | Scored | — | Auto-linked |
| ENR-112398 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034367
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Harper, 1991-12-14, 3 records, Verified
Evidence
Matched against ENR-112399
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automaticallye1be5835262026-10-19 19:54:39, scoring_agentidentity id MBR-034367, confidence 1, method probabilistic, matched record ENR-112399, policy version 1
- Record linked automaticallya454e4857d2026-10-19 19:52:09, scoring_agentidentity id MBR-034367, confidence 1, method probabilistic, matched record ENR-112399, policy version 1
- Record linked automaticallyf7f1a7b3512026-10-19 19:45:42, scoring_agentidentity id MBR-034367, confidence 1, method probabilistic, matched record ENR-112399, policy version 1
- Record linked automatically6ea41f468a2026-10-19 19:32:31, scoring_agentidentity id MBR-034367, confidence 1, method probabilistic, matched record ENR-112399, policy version 1
- Record linked automatically744910ed092026-10-19 19:31:28, matching_agentidentity id MBR-042257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54194