Record, CLM, bronze and silver
CLM-408569
Received 2026-04-09T12:58:41Z, line 77,668 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | OBrien, Timothy | Timothy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Obrien | Changed |
| Date of birth | 1994-05-22 | 1994-05-22 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-68603-34 | UHC-68603-34 | Unchanged |
| SSN | •••-••-5579 | •••-••-5579 | Parsed |
| Phone | 969-866-9011 | 9698669011 | Parsed |
| ···· | — | Unchanged | |
| Address | 631 Sunset Boulevard | 631 Sunset Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85232 | 85232 | Unchanged |
| Group | GRP-6695 | GRP-6695 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- timothy|obrien
- Address key
- 631|sunset|85232
- Canonical first
- timothy
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
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-111306 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408570 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017985
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Timothy Obrien, 1994-05-22, 3 records, Verified
Evidence
Matched against ENR-111306
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0aa368333d2026-10-19 19:54:38, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically0e8fe43ddd2026-10-19 19:52:09, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically1709fae39d2026-10-19 19:45:42, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically326601cdf02026-10-19 19:32:31, matching_agentidentity id MBR-017985, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111306
- Record linked automatically6fbc5d45dc2026-10-19 19:31:28, scoring_agentidentity id MBR-026237, confidence 1, method probabilistic, matched record PRV-22528, policy version 1