Record, CLM, bronze and silver
CLM-404798
Received 2026-04-21T20:07:51Z, line 54,747 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 | Gibson, Billy | Billy | Changed |
| Middle | C | C | Unchanged |
| Last name | — | Gibson | Changed |
| Date of birth | 2008-04-13 | 2008-04-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 3004 Sunset Boulevard | 3004 Sunset Blvd | Changed |
| City | TUCSON | Tucson | Changed |
| State | az | AZ | Changed |
| ZIP | 85791 | 85791 | Unchanged |
| Group | GRP-1493 | GRP-1493 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.64
- Name key
- william|gibson
- Address key
- 3004|sunset|85791
- Canonical first
- william
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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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-21393 | 0.95 | Scored | — | Auto-linked |
| ENR-106322 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010820
- Method
- Scored
- Confidence
- 0.95
- Rule
- weighted score, no rule
Golden record: Billy Gibson, 2008-04-13, 3 records, Verified
Evidence
Matched against PRV-21393
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.86 | 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 automatically7fb36a7bed2026-10-22 12:43:54, scoring_agentidentity id MBR-010820, confidence 0.946, method probabilistic, matched record PRV-21393, policy version 1
- Record linked automatically5d23ff31d62026-10-19 19:54:38, scoring_agentidentity id MBR-010820, confidence 0.946, method probabilistic, matched record PRV-21393, policy version 1
- Record linked automatically6128f7df6a2026-10-19 19:52:09, scoring_agentidentity id MBR-010820, confidence 0.946, method probabilistic, matched record PRV-21393, policy version 1
- Record linked automatically6c5b9379ac2026-10-19 19:45:42, scoring_agentidentity id MBR-010820, confidence 0.946, method probabilistic, matched record PRV-21393, policy version 1
- Record linked automatically6d58195b972026-10-19 19:32:31, scoring_agentidentity id MBR-010820, confidence 0.946, method probabilistic, matched record PRV-21393, policy version 1
- Record linked automatically031982b7bf2026-10-19 19:31:28, scoring_agentidentity id MBR-017992, confidence 1, method probabilistic, matched record ENR-106268, policy version 1