Record, CLM, bronze and silver
CLM-423670
Received 2026-02-16T19:54:04Z, line 16,716 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 | Sharon | Sharon | Unchanged |
| Middle | U. | U | Changed |
| Last name | ·Romero | Romero | Changed |
| Date of birth | 02-11-2008 | 2008-11-02 | Parsed |
| Gender | - | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (467) 226-9397 | 4672269397 | Parsed |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-4457·· | GRP-4457 | Changed |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- sharon|romero
- Address key
- —
- Canonical first
- sharon
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-60423 | 1.00 | Scored | — | Auto-linked |
| ENR-130957 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013617
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sharon Romero, 2008-11-02, 3 records, Verified
Evidence
Matched against TPA-60423
| 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 automaticallyeb7b9a60402026-10-19 19:54:38, scoring_agentidentity id MBR-013617, confidence 1, method probabilistic, matched record TPA-60423, policy version 1
- Record linked automatically7d522f139c2026-10-19 19:52:09, scoring_agentidentity id MBR-013617, confidence 1, method probabilistic, matched record TPA-60423, policy version 1
- Record linked automaticallyc8f580e6fb2026-10-19 19:45:42, scoring_agentidentity id MBR-013617, confidence 1, method probabilistic, matched record TPA-60423, policy version 1
- Record linked automatically063feeb55c2026-10-19 19:32:31, scoring_agentidentity id MBR-013617, confidence 1, method probabilistic, matched record TPA-60423, policy version 1
- Record linked automatically23320846aa2026-10-19 19:31:28, scoring_agentidentity id MBR-017749, confidence 1, method probabilistic, matched record CLM-423669, policy version 1