Record, CLM, bronze and silver
CLM-400620
Received 2026-01-07T19:01:56Z, line 85,731 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 | Gutierrez, Gary | Gary | Changed |
| Middle | J·· | J | Changed |
| Last name | — | Gutierrez | Changed |
| Date of birth | 19921206 | 1992-12-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 3140 Canyon Road | 3140 Canyon Rd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·95894 | 95894 | Changed |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- gary|gutierrez
- Address key
- 3140|canyon|95894
- Canonical first
- gary
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-100828 | 0.93 | Scored | — | Auto-linked |
| ENR-100829 | 0.81 | Scored | — | Sent to steward |
| TPA-50276 | 0.75 | Scored | — | Sent to steward |
| TPA-50277 | 0.75 | Scored | — | Sent to steward |
| TPA-50278 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002163
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Gary Gutierrez, 1992-12-06, 6 records, Verified
Evidence
Matched against ENR-100828
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically90b7adfbc22026-10-19 19:54:38, scoring_agentidentity id MBR-002163, confidence 0.925, method probabilistic, matched record ENR-100828, policy version 1
- Record linked automatically29ed125f802026-10-19 19:52:08, scoring_agentidentity id MBR-002163, confidence 0.925, method probabilistic, matched record ENR-100828, policy version 1
- Record linked automatically509b32db4c2026-10-19 19:45:41, scoring_agentidentity id MBR-002163, confidence 0.925, method probabilistic, matched record ENR-100828, policy version 1
- Record linked automatically1c701b79b52026-10-19 19:32:31, scoring_agentidentity id MBR-002163, confidence 0.925, method probabilistic, matched record ENR-100828, policy version 1
- Record linked automaticallyc2c6e8b7b12026-10-19 19:31:28, matching_agentidentity id MBR-017203, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100899