Record, CLM, bronze and silver
CLM-429462
Received 2026-09-07T17:39:51Z, line 99,047 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 | ·Le, Lucia | Lucia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Le | Changed |
| Date of birth | 09/08/59 | 1959-09-08 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7110 | •••-••-7110 | Unchanged |
| Phone | ·(510) 470-9211 | 5104709211 | Parsed |
| null | — | Cleared | |
| Address | 7725 PINE DRIVE | 7725 Pine Dr | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89168 | 89168 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- lucia|le
- Address key
- 7725|pine|89168
- Canonical first
- lucia
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| TPA-63034 | 1.00 | Scored | — | Auto-linked |
| ENR-138666 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012844
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lucia Le, 1959-09-08, 3 records, Verified
Evidence
Matched against TPA-63034
| 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 automatically88915f5efe2026-10-22 12:43:54, scoring_agentidentity id MBR-012844, confidence 1, method probabilistic, matched record TPA-63034, policy version 1
- Record linked automaticallyd5a2ac45e72026-10-19 19:54:38, scoring_agentidentity id MBR-012844, confidence 1, method probabilistic, matched record TPA-63034, policy version 1
- Record linked automaticallyc98f7919332026-10-19 19:52:09, scoring_agentidentity id MBR-012844, confidence 1, method probabilistic, matched record TPA-63034, policy version 1
- Record linked automatically8c15f13e202026-10-19 19:45:42, scoring_agentidentity id MBR-012844, confidence 1, method probabilistic, matched record TPA-63034, policy version 1
- Record linked automaticallye0f33a94342026-10-19 19:32:31, scoring_agentidentity id MBR-012844, confidence 1, method probabilistic, matched record TPA-63034, policy version 1
- Record linked automaticallyea02d2f6232026-10-19 19:31:28, scoring_agentidentity id MBR-008420, confidence 0.975, method probabilistic, matched record TPA-62924, policy version 1