Record, CLM, bronze and silver
CLM-404454
Received 2026-01-08T17:11:44Z, line 34,641 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 | Martin, Larry | Larry | Changed |
| Middle | F | F | Unchanged |
| Last name | — | Martin | Changed |
| Date of birth | 13-01-2001·· | 2001-01-13 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| larry.martin53@gmail.com | larry.martin53@gmail.com | Unchanged | |
| Address | 4620 Valley View Drive | 4620 Valley View Dr | Changed |
| City | SAN ANTONIO | San Antonio | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78256 | 78256 | Unchanged |
| Group | GRP-9683 | GRP-9683 | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.48
- Name key
- larry|martin
- Address key
- 4620|valley view|78256
- Canonical first
- larry
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-51940 | 1.00 | Scored | — | Auto-linked |
| CLM-404455 | 1.00 | Scored | — | Auto-linked |
| CLM-404453 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002466
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Martin, 2001-01-13, 4 records, Verified
Evidence
Matched against TPA-51940
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyff21df75692026-10-19 19:54:38, scoring_agentidentity id MBR-002466, confidence 1, method probabilistic, matched record TPA-51940, policy version 1
- Record linked automatically1da6779ca12026-10-19 19:52:08, scoring_agentidentity id MBR-002466, confidence 1, method probabilistic, matched record TPA-51940, policy version 1
- Record linked automatically0370b526442026-10-19 19:45:41, scoring_agentidentity id MBR-002466, confidence 1, method probabilistic, matched record TPA-51940, policy version 1
- Record linked automatically96bd7b05462026-10-19 19:32:31, scoring_agentidentity id MBR-002466, confidence 1, method probabilistic, matched record TPA-51940, policy version 1
- Record linked automatically0018df3f0a2026-10-19 19:31:28, matching_agentidentity id MBR-007323, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105812