Record, CLM, bronze and silver
CLM-402345
Received 2026-04-25T14:47:42Z, line 89,248 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 | ANA | Ana | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 1965-06-17 | 1965-06-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| ana.singh@hotmail.com | ana.singh@hotmail.com | Unchanged | |
| Address | 1586 Park Place | 1586 Park Pl | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95875 | 95875 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.80
- Name key
- ana|singh
- Address key
- 1586|park|95875
- Canonical first
- ana
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-102996 | 1.00 | Scored | — | Auto-linked |
| TPA-50990 | 0.84 | Scored | — | Sent to steward |
| CLM-402344 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027657
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ana Singh, 1965-06-17, 4 records, Verified
Evidence
Matched against ENR-102996
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1b2cf0c3bb2026-10-22 12:43:54, scoring_agentidentity id MBR-027657, confidence 1, method probabilistic, matched record ENR-102996, policy version 1
- Record linked automaticallyaff2fb5dd22026-10-19 19:54:38, scoring_agentidentity id MBR-027657, confidence 1, method probabilistic, matched record ENR-102996, policy version 1
- Record linked automatically10227297802026-10-19 19:52:09, scoring_agentidentity id MBR-027657, confidence 1, method probabilistic, matched record ENR-102996, policy version 1
- Record linked automatically064d136dfb2026-10-19 19:45:42, scoring_agentidentity id MBR-027657, confidence 1, method probabilistic, matched record ENR-102996, policy version 1
- Record linked automaticallyf0af8663452026-10-19 19:32:31, scoring_agentidentity id MBR-027657, confidence 1, method probabilistic, matched record ENR-102996, policy version 1
- Record linked automaticallyb0163109b52026-10-19 19:31:28, scoring_agentidentity id MBR-021999, confidence 0.993, method probabilistic, matched record TPA-51067, policy version 1