Record, CLM, bronze and silver
CLM-409771
Received 2026-04-05T04:42:42Z, line 35,904 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 | Jacobs, Ann | Ann | Changed |
| Middle | O | O | Unchanged |
| Last name | — | Jacobs | Changed |
| Date of birth | 8/4/1982 | 1982-08-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-08255-97 | UHC-08255-97 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 591-547-5706 | 5915475706 | Parsed |
| — | — | Unchanged | |
| Address | 5062 Lake View Road | 5062 Lake View Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | null | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.50
- Name key
- ann|jacobs
- Address key
- 5062|lake view|fresno
- Canonical first
- ann
Quality flags
7 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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-54248 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024070
- Method
- Scored
- Confidence
- 0.90
- Rule
- weighted score, no rule
Golden record: Ann Jacobs, 1982-08-04, 2 records, Verified
Evidence
Matched against TPA-54248
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automaticallyb7d0f248302026-10-19 19:54:38, scoring_agentidentity id MBR-024070, confidence 0.903, method probabilistic, matched record TPA-54248, policy version 1
- Record linked automatically918d39788b2026-10-19 19:52:09, scoring_agentidentity id MBR-024070, confidence 0.903, method probabilistic, matched record TPA-54248, policy version 1
- Record linked automaticallye2988227512026-10-19 19:45:42, scoring_agentidentity id MBR-024070, confidence 0.903, method probabilistic, matched record TPA-54248, policy version 1
- Record linked automaticallye87a35e78c2026-10-19 19:32:31, scoring_agentidentity id MBR-024070, confidence 0.903, method probabilistic, matched record TPA-54248, policy version 1