Record, CLM, bronze and silver
CLM-404285
Received 2026-09-27T02:54:00Z, line 23,718 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 | helen | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | mccoy | McCoy | Changed |
| Date of birth | 1999-07-23 | 1999-07-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (375) 952-2691 | 3759522691 | Parsed |
| - | — | Cleared | |
| Address | 858 Market Street | 858 Market St | Changed |
| City | Tampa·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33663 | 33663 | Unchanged |
| Group | GRP-1536 | GRP-1536 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- helen|mccoy
- Address key
- 858|market|33663
- Canonical first
- helen
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| ENR-105632 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-042923
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Helen McCoy, 1999-07-23, 2 records, Verified
Evidence
Matched against ENR-105632
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically032623f8d12026-10-22 12:43:55, scoring_agentidentity id MBR-042923, confidence 0.937, method probabilistic, matched record ENR-105632, policy version 1
- Record linked automatically85b70cbb552026-10-19 19:54:39, scoring_agentidentity id MBR-042923, confidence 0.937, method probabilistic, matched record ENR-105632, policy version 1
- Record linked automatically7c6d88ff442026-10-19 19:52:09, scoring_agentidentity id MBR-042923, confidence 0.937, method probabilistic, matched record ENR-105632, policy version 1
- Record linked automatically154d3eb9a22026-10-19 19:45:42, scoring_agentidentity id MBR-042923, confidence 0.937, method probabilistic, matched record ENR-105632, policy version 1
- Record linked automaticallyb257eaa5c22026-10-19 19:32:31, scoring_agentidentity id MBR-042923, confidence 0.937, method probabilistic, matched record ENR-105632, policy version 1