Record, CLM, bronze and silver
CLM-420108
Received 2026-09-11T12:56:54Z, line 62,291 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 | NICHOLAS | Nicholas | Changed |
| Middle | — | — | Unchanged |
| Last name | HUGHES | Hughes | Changed |
| Date of birth | ·12/17/1972 | 1972-12-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-7169 | •••-••-7169 | Parsed |
| Phone | 316.983.6417 | 3169836417 | Parsed |
| null | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | ···· | — | Unchanged |
| State | UNKNOWN·· | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- nicholas|hughes
- Address key
- —
- Canonical first
- nicholas
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-58864 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015127
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicholas Hughes, 1972-12-17, 2 records, Verified
Evidence
Matched against TPA-58864
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically9bbeec3fb32026-10-22 12:43:54, scoring_agentidentity id MBR-015127, confidence 1, method probabilistic, matched record TPA-58864, policy version 1
- Record linked automatically779334764d2026-10-19 19:54:38, scoring_agentidentity id MBR-015127, confidence 1, method probabilistic, matched record TPA-58864, policy version 1
- Record linked automatically662fcf0e0f2026-10-19 19:52:09, scoring_agentidentity id MBR-015127, confidence 1, method probabilistic, matched record TPA-58864, policy version 1
- Record linked automatically09b0dcbc012026-10-19 19:45:42, scoring_agentidentity id MBR-015127, confidence 1, method probabilistic, matched record TPA-58864, policy version 1
- Record linked automatically98d133c1562026-10-19 19:32:31, scoring_agentidentity id MBR-015127, confidence 1, method probabilistic, matched record TPA-58864, policy version 1
- Record linked automatically23ad8e49e42026-10-19 19:31:28, scoring_agentidentity id MBR-009454, confidence 1, method probabilistic, matched record ENR-126396, policy version 1