Record, CLM, bronze and silver
CLM-414799
Received 2026-03-12T13:38:21Z, line 31,505 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 | Billy | Billy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 2002-08-12 | 2002-08-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 487-409-8197 | 4874098197 | Parsed |
| billy.little27@gmail.com | billy.little27@gmail.com | Unchanged | |
| Address | 5327 CANYON RD | 5327 Canyon Rd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43296 | 43296 | Unchanged |
| Group | GRP-6870 | GRP-6870 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- william|little
- Address key
- 5327|canyon|43296
- Canonical first
- william
Quality flags
4 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
- 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-119459 | 1.00 | Scored | — | Auto-linked |
| TPA-56516 | 1.00 | Scored | — | Auto-linked |
| TPA-56517 | 1.00 | Scored | — | Auto-linked |
| TPA-56518 | 1.00 | Scored | — | Auto-linked |
| CLM-414798 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000557
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Little, 2002-08-12, 6 records, Verified
Evidence
Matched against TPA-56518
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically8d4112fc322026-10-19 19:54:38, scoring_agentidentity id MBR-000557, confidence 1, method probabilistic, matched record TPA-56518, policy version 1
- Record linked automatically1f6e8019d82026-10-19 19:52:08, scoring_agentidentity id MBR-000557, confidence 1, method probabilistic, matched record TPA-56518, policy version 1
- Record linked automaticallyb42ffd33712026-10-19 19:45:41, scoring_agentidentity id MBR-000557, confidence 1, method probabilistic, matched record TPA-56518, policy version 1
- Record linked automatically6ca77f022a2026-10-19 19:32:31, scoring_agentidentity id MBR-000557, confidence 1, method probabilistic, matched record TPA-56518, policy version 1