Record, CLM, bronze and silver
CLM-403924
Received 2026-08-07T16:20:35Z, line 33,616 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 | Maggie | Maggie | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kelley | Kelley | Unchanged |
| Date of birth | 1961-12-02 | 1961-12-02 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC5489540 | UHC-54895-40 | Parsed |
| SSN | — | — | Unchanged |
| Phone | (879) 444-0866 | 8794440866 | Parsed |
| NULL | — | Cleared | |
| Address | 6289 JEFFERSON AVE | 6289 Jefferson Ave | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | ·NV | NV | Changed |
| ZIP | 89138 | 89138 | Unchanged |
| Group | GRP-1301 | GRP-1301 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- margaret|kelley
- Address key
- 6289|jefferson|89138
- Canonical first
- margaret
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-51700 | 1.00 | Scored | — | Auto-linked |
| TPA-51699 | 1.00 | Scored | — | Auto-linked |
| CLM-403923 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51701 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028117
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret Kelley, 1961-12-02, 4 records, Verified
Evidence
Matched against TPA-51700
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically96c5a59b292026-10-19 19:54:38, scoring_agentidentity id MBR-028117, confidence 1, method probabilistic, matched record TPA-51700, policy version 1
- Record linked automaticallya485d046f32026-10-19 19:52:09, scoring_agentidentity id MBR-028117, confidence 1, method probabilistic, matched record TPA-51700, policy version 1
- Record linked automatically459848dbb22026-10-19 19:45:42, scoring_agentidentity id MBR-028117, confidence 1, method probabilistic, matched record TPA-51700, policy version 1
- Record linked automatically3d1ecb18622026-10-19 19:32:31, scoring_agentidentity id MBR-028117, confidence 1, method probabilistic, matched record TPA-51700, policy version 1
- Record linked automatically0fb80212f92026-10-19 19:31:28, matching_agentidentity id MBR-046538, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403923