Record, CLM, bronze and silver
CLM-402511
Received 2026-08-11T22:34:41Z, line 71,074 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 | OLIVIA | Olivia | Changed |
| Middle | I | I | Unchanged |
| Last name | HUT | Hut | Changed |
| Date of birth | Sep 16, 1987 | 1987-09-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 535-572-2990 | 5355722990 | Parsed |
| N/A | — | Cleared | |
| Address | 4796 Hillcrest Rd | 4796 Hillcrest Rd | Unchanged |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30302 | 30302 | Unchanged |
| Group | GRP-9019 | GRP-9019 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- olivia|hut
- Address key
- 4796|hillcrest|30302
- Canonical first
- olivia
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-51066 | 0.99 | Scored | — | Auto-linked |
| CLM-402510 | 0.92 | Scored | — | Auto-linked |
| ENR-103225 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028996
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Olivia Hunt, 1987-09-16, 3 records, Verified
Evidence
Matched against TPA-51066
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7af48d4a332026-10-19 19:54:38, scoring_agentidentity id MBR-028996, confidence 0.987, method probabilistic, matched record TPA-51066, policy version 1
- Record linked automatically923fd1dee72026-10-19 19:52:09, scoring_agentidentity id MBR-028996, confidence 0.987, method probabilistic, matched record TPA-51066, policy version 1
- Record linked automatically2f6170a5792026-10-19 19:45:42, scoring_agentidentity id MBR-028996, confidence 0.987, method probabilistic, matched record TPA-51066, policy version 1
- Record linked automatically269d08e1822026-10-19 19:32:31, scoring_agentidentity id MBR-028996, confidence 0.987, method probabilistic, matched record TPA-51066, policy version 1
- Record linked automatically36129e5d4f2026-10-19 19:31:28, matching_agentidentity id MBR-003821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103290