Record, CLM, bronze and silver
CLM-409993
Received 2026-03-01T23:27:30Z, line 43,730 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 | GARY | Gary | Changed |
| Middle | — | — | Unchanged |
| Last name | GUTTIERREZ | Guttierrez | Changed |
| Date of birth | 20080803 | 2008-08-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (741) 578-7953 | 7415787953 | Parsed |
| — | — | Unchanged | |
| Address | NULL·· | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | ·UNKNOWN | — | Cleared |
| Group | GRP-0862 | GRP-0862 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.90
- Name key
- gary|guttierrez
- Address key
- —
- Canonical first
- gary
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-113178 | 0.99 | Scored | — | Auto-linked |
| ENR-113179 | 0.99 | Scored | — | Auto-linked |
| PRV-22910 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016802
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gary Gutierrez, 2008-08-03, 4 records, Verified
Evidence
Matched against ENR-113178
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically55ac45c7f12026-10-22 12:43:54, scoring_agentidentity id MBR-016802, confidence 0.994, method probabilistic, matched record ENR-113178, policy version 1
- Record linked automatically9c3340e85e2026-10-19 19:54:38, scoring_agentidentity id MBR-016802, confidence 0.994, method probabilistic, matched record ENR-113178, policy version 1
- Record linked automatically3fc650960d2026-10-19 19:52:09, scoring_agentidentity id MBR-016802, confidence 0.994, method probabilistic, matched record ENR-113178, policy version 1
- Record linked automatically9659d3e2942026-10-19 19:45:42, scoring_agentidentity id MBR-016802, confidence 0.994, method probabilistic, matched record ENR-113178, policy version 1
- Record linked automatically5aac145d262026-10-19 19:32:31, scoring_agentidentity id MBR-016802, confidence 0.994, method probabilistic, matched record ENR-113178, policy version 1
- Record linked automatically013ace07432026-10-19 19:31:28, matching_agentidentity id MBR-023385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54469