Record, CLM, bronze and silver
CLM-405703
Received 2026-04-27T00:47:27Z, line 47,026 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 | Abigail | Abigail | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 1976-10-18 | 1976-10-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-7894 | •••-••-7894 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 7922 Apache Boulevard | 7922 Apache Blvd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93788 | 93788 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- abigail|little
- Address key
- 7922|apache|93788
- Canonical first
- abigail
Quality flags
4 raised during normalisation
- 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
- 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-52518 | 1.00 | Scored | — | Auto-linked |
| ENR-107502 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405704 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019965
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Abigail Little, 1976-10-18, 4 records, Verified
Evidence
Matched against TPA-52518
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically29e7f3d05b2026-10-22 12:43:54, scoring_agentidentity id MBR-019965, confidence 1, method probabilistic, matched record TPA-52518, policy version 1
- Record linked automatically2ea88610d12026-10-19 19:54:38, scoring_agentidentity id MBR-019965, confidence 1, method probabilistic, matched record TPA-52518, policy version 1
- Record linked automaticallye7693588f82026-10-19 19:52:09, scoring_agentidentity id MBR-019965, confidence 1, method probabilistic, matched record TPA-52518, policy version 1
- Record linked automaticallycdaf95b72e2026-10-19 19:45:42, scoring_agentidentity id MBR-019965, confidence 1, method probabilistic, matched record TPA-52518, policy version 1
- Record linked automatically7acac481d82026-10-19 19:32:31, scoring_agentidentity id MBR-019965, confidence 1, method probabilistic, matched record TPA-52518, policy version 1
- Record linked automatically102d0cf46e2026-10-19 19:31:28, matching_agentidentity id MBR-022207, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405702