Record, CLM, bronze and silver
CLM-417258
Received 2026-10-15T12:56:59Z, line 79,085 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 | Carloyn | Carloyn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Gutierrez | Gutierrez | Changed |
| Date of birth | Jun 25, 1948 | 1948-06-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 875.395.1746 | 8753951746 | Parsed |
| - | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-1870 | GRP-1870 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- carloyn|gutierrez
- Address key
- —
- Canonical first
- carloyn
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-57623 | 0.99 | Scored | — | Auto-linked |
| ENR-122745 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-040429
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Carolyn Gutierrez, 1948-06-25, 3 records, Verified
Evidence
Matched against TPA-57623
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically8fe69874442026-10-19 19:54:39, scoring_agentidentity id MBR-040429, confidence 0.995, method probabilistic, matched record TPA-57623, policy version 1
- Record linked automaticallyd00179441a2026-10-19 19:52:09, scoring_agentidentity id MBR-040429, confidence 0.995, method probabilistic, matched record TPA-57623, policy version 1
- Record linked automatically1b47e304bb2026-10-19 19:45:42, scoring_agentidentity id MBR-040429, confidence 0.995, method probabilistic, matched record TPA-57623, policy version 1
- Record linked automaticallydc53ed90022026-10-19 19:32:31, scoring_agentidentity id MBR-040429, confidence 0.995, method probabilistic, matched record TPA-57623, policy version 1
- Record linked automatically8e2ddda9262026-10-19 19:31:28, scoring_agentidentity id MBR-008927, confidence 1, method probabilistic, matched record TPA-57541, policy version 1