Record, CLM , bronze and silver
CLM-426657
Received 2026-07-16T19:30:53Z, line 43,431 of the CLM feed
CLM Scored
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 | Changed |
| Middle | — | — | Unchanged |
| Last name | Carroll | Carroll | Unchanged |
| Date of birth | 10/11/1969 | 1969-10-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-30539-11 | UHC-30539-11 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | (552) 733-0564 | 5527330564 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- denise|carroll
- Address key
- —
- Canonical first
- denise
Quality flags
4 raised during normalisation
- 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
- 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-61776 | 1.00 | Scored | — | Auto-linked |
| ENR-134954 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426656 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017107
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Carroll, 1969-10-11, 3 records, Verified
Evidence
Matched against TPA-61776
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automatically8a544c4ddc2026-10-19 19:54:38, scoring_agentidentity id MBR-017107, confidence 1, method probabilistic, matched record TPA-61776, policy version 1
- Record linked automatically4d877995722026-10-19 19:52:09, scoring_agentidentity id MBR-017107, confidence 1, method probabilistic, matched record TPA-61776, policy version 1
- Record linked automatically89919219e42026-10-19 19:45:42, scoring_agentidentity id MBR-017107, confidence 1, method probabilistic, matched record TPA-61776, policy version 1
- Record linked automatically4501ab1d922026-10-19 19:32:31, scoring_agentidentity id MBR-017107, confidence 1, method probabilistic, matched record TPA-61776, policy version 1