Record, CLM, bronze and silver
CLM-431673
Received 2026-03-29T09:44:32Z , line 24,608 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 | JACQUELINE | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 02/07/06 | 2006-02-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 579-610-3169 | 5796103169 | Parsed |
| N/A | — | Cleared | |
| Address | 4215 CHURCH ST | 4215 Church St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33693 | 33693 | Unchanged |
| Group | GRP-1812 | GRP-1812 | Unchanged |
| Plan | ·choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.62
- Name key
- jacqueline|singh
- Address key
- 4215|church|33693
- Canonical first
- jacqueline
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| CLM-431671 | 1.00 | Scored | — | Auto-linked |
| TPA-63984 | 1.00 | Scored | — | Auto-linked |
| ENR-141570 | 1.00 | Scored | — | Auto-linked |
| CLM-431672 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022760
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Singh, 2006-02-07, 4 records, Verified
Evidence
Matched against CLM-431671
| 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 automaticallyb35d5b19922026-10-19 19:54:38, scoring_agentidentity id MBR-022760, confidence 1, method probabilistic, matched record CLM-431671, policy version 1
- Record linked automatically0aba1ec8bc2026-10-19 19:52:09, scoring_agentidentity id MBR-022760, confidence 1, method probabilistic, matched record CLM-431671, policy version 1
- Record linked automaticallycba1a6307d2026-10-19 19:45:42, scoring_agentidentity id MBR-022760, confidence 1, method probabilistic, matched record CLM-431671, policy version 1
- Record linked automatically8f42bc1e162026-10-19 19:32:31, scoring_agentidentity id MBR-022760, confidence 1, method probabilistic, matched record CLM-431671, policy version 1
- Record linked automatically7f7e7179a12026-10-19 19:31:28, matching_agentidentity id MBR-014535, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141802