Record, CLM, bronze and silver
CLM-421354
Received 2026-07-26T20:01:45Z, line 60,968 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 | Siingh, Jacuqeline | Jacuqeline | Changed |
| Middle | R | R | Unchanged |
| Last name | — | Siingh | Changed |
| Date of birth | 1983-10-16 | 1983-10-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 7268393172 | 7268393172 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8898 Forest Ave | 8898 Forest Ave | Unchanged |
| City | Denver | Denver | Unchanged |
| State | Colorado | CO | Changed |
| ZIP | ·80241 | 80241 | Changed |
| Group | NULL | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.68
- Name key
- jacuqeline|siingh
- Address key
- 8898|forest|80241
- Canonical first
- jacuqeline
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-421355 | 0.99 | Scored | — | Auto-linked |
| ENR-127990 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035679
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jacqueline Singh, 1983-10-16, 3 records, Verified
Evidence
Matched against CLM-421355
| 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
6 hash-chained entries for this record
- Record linked automatically1ef456bf8b2026-10-22 12:43:55, scoring_agentidentity id MBR-035679, confidence 0.989, method probabilistic, matched record CLM-421355, policy version 1
- Record linked automatically5ee944d8a52026-10-19 19:54:39, scoring_agentidentity id MBR-035679, confidence 0.989, method probabilistic, matched record CLM-421355, policy version 1
- Record linked automatically73a92d03252026-10-19 19:52:09, scoring_agentidentity id MBR-035679, confidence 0.989, method probabilistic, matched record CLM-421355, policy version 1
- Record linked automaticallyb805a3a2fb2026-10-19 19:45:42, scoring_agentidentity id MBR-035679, confidence 0.989, method probabilistic, matched record CLM-421355, policy version 1
- Record linked automatically8875960a402026-10-19 19:32:31, scoring_agentidentity id MBR-035679, confidence 0.989, method probabilistic, matched record CLM-421355, policy version 1
- Record linked automaticallyc38b2ab2622026-10-19 19:31:28, scoring_agentidentity id MBR-012250, confidence 1, method probabilistic, matched record TPA-59325, policy version 1