Record, CLM, bronze and silver
CLM-401504
Received 2026-08-27T21:05:23Z, line 72,982 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 | Miller, Kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Miller | Changed |
| Date of birth | 2002-12-17 | 2002-12-17 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-03074-28 | UHC-03074-28 | Unchanged |
| SSN | •••-••-3038 | •••-••-3038 | Unchanged |
| Phone | 15977327599 | 5977327599 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | N/A | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-7300 | GRP-7300 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- kimberly|miller
- Address key
- —
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-401502 | 1.00 | Scored | — | Auto-linked |
| CLM-401503 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101955 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50652 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016176
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Miller, 2002-12-17, 5 records, Verified
Evidence
Matched against CLM-401502
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically8ca48d23332026-10-22 12:43:54, scoring_agentidentity id MBR-016176, confidence 1, method probabilistic, matched record CLM-401502, policy version 1
- Record linked automatically7654073f062026-10-19 19:54:38, scoring_agentidentity id MBR-016176, confidence 1, method probabilistic, matched record CLM-401502, policy version 1
- Record linked automaticallyc51f9b9c372026-10-19 19:52:09, scoring_agentidentity id MBR-016176, confidence 1, method probabilistic, matched record CLM-401502, policy version 1
- Record linked automaticallye6bd2d69d62026-10-19 19:45:42, scoring_agentidentity id MBR-016176, confidence 1, method probabilistic, matched record CLM-401502, policy version 1
- Record linked automatically93be4f8f0f2026-10-19 19:32:31, scoring_agentidentity id MBR-016176, confidence 1, method probabilistic, matched record CLM-401502, policy version 1
- Record linked automatically5b234ed9832026-10-19 19:31:28, matching_agentidentity id MBR-026327, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102012