Record, CLM, bronze and silver
CLM-401095
Received 2026-05-18T22:12:35Z, line 26,049 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 | Bailey, Daniel | Daniel | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Bailey | Changed |
| Date of birth | 19670212 | 1967-02-12 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 6151 DESERT SKY BOULEVARD | 6151 Desert Sky Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85276 | 85276 | Unchanged |
| Group | GRP-0907 | GRP-0907 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.52
- Name key
- daniel|bailey
- Address key
- 6151|desert sky|85276
- Canonical first
- daniel
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
- 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
- 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 |
|---|---|---|---|---|
| CLM-401094 | 1.00 | Scored | — | Auto-linked |
| TPA-50486 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029219
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Daniel Bailey, 1967-02-12, 2 records, Verified
Evidence
Matched against CLM-401094
| 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 automatically946168422d2026-10-19 19:54:38, scoring_agentidentity id MBR-029219, confidence 1, method probabilistic, matched record CLM-401094, policy version 1
- Record linked automatically529a2268472026-10-19 19:52:09, scoring_agentidentity id MBR-029219, confidence 1, method probabilistic, matched record CLM-401094, policy version 1
- Record linked automaticallydf614659842026-10-19 19:45:42, scoring_agentidentity id MBR-029219, confidence 1, method probabilistic, matched record CLM-401094, policy version 1
- Record linked automatically6ee34290142026-10-19 19:32:31, scoring_agentidentity id MBR-029219, confidence 1, method probabilistic, matched record CLM-401094, policy version 1
- Record linked automatically242ef656dd2026-10-19 19:31:28, scoring_agentidentity id MBR-031817, confidence 0.989, method probabilistic, matched record ENR-101508, policy version 1