Record, CLM, bronze and silver
CLM-429355
Received 2026-06-08T23:08:00Z, line 36,893 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 | Shaw, Isabella | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Shaw | Changed |
| Date of birth | 1942-11-09 | 1942-11-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 1072 MAPLE AVENUE | 1072 Maple Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | null | — | Cleared |
| Group | ·GRP-5884 | GRP-5884 | Changed |
| Plan | N/A | — | Cleared |
- Quality score
- 0.52
- Name key
- isabella|shaw
- Address key
- 1072|maple|tampa
- Canonical first
- isabella
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
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-138528 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027913
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Shaw, 1942-11-09, 2 records, Verified
Evidence
Matched against ENR-138528
| 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 automatically84b49e96922026-10-19 19:54:38, scoring_agentidentity id MBR-027913, confidence 1, method probabilistic, matched record ENR-138528, policy version 1
- Record linked automaticallyec47bb82452026-10-19 19:52:09, scoring_agentidentity id MBR-027913, confidence 1, method probabilistic, matched record ENR-138528, policy version 1
- Record linked automatically40c3925f3b2026-10-19 19:45:42, scoring_agentidentity id MBR-027913, confidence 1, method probabilistic, matched record ENR-138528, policy version 1
- Record linked automatically97ea25a8452026-10-19 19:32:31, scoring_agentidentity id MBR-027913, confidence 1, method probabilistic, matched record ENR-138528, policy version 1
- Record linked automatically11afef33412026-10-19 19:31:28, matching_agentidentity id MBR-019718, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138765