Record, CLM, bronze and silver
CLM-409855
Received 2026-06-15T08:27:47Z, line 21,697 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 | Denise | Denise | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Stephens | Stephens | Unchanged |
| Date of birth | 1995-08-16 | 1995-08-16 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC9935016 | UHC-99350-16 | Parsed |
| SSN | — | — | Unchanged |
| Phone | +1 914 684 9485 | 9146849485 | Parsed |
| N/A | — | Cleared | |
| Address | - | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | ·GRP-6908 | GRP-6908 | Changed |
| Plan | null | — | Cleared |
- Quality score
- 0.94
- Name key
- denise|stephens
- Address key
- —
- Canonical first
- denise
Quality flags
3 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
- 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-409851 | 1.00 | Scored | — | Auto-linked |
| ENR-112988 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409852 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409854 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409853 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029228
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Stephens, 1995-08-16, 5 records, Verified
Evidence
Matched against CLM-409851
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyef66fd945d2026-10-19 19:54:38, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically3ebb34d2292026-10-19 19:52:09, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically094400429c2026-10-19 19:45:42, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically3c97a872682026-10-19 19:32:31, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically87706cdc6c2026-10-19 19:31:28, matching_agentidentity id MBR-023253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112987