Record, CLM , bronze and silver
CLM-425880
Received 2026-10-02T00:00:55Z, line 81,693 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Robert | Robert | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 1989-09-18 | 1989-09-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 5387382 | — | Cleared |
| - | — | Cleared | |
| Address | 8307 Sunset Blvd | 8307 Sunset Blvd | Unchanged |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | ·89136 | 89136 | Changed |
| Group | GRP-5204 | GRP-5204 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- robert|nichols
- Address key
- 8307|sunset|89136
- Canonical first
- robert
Quality flags
3 raised during normalisation
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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 |
|---|---|---|---|---|
| ENR-133851 | 0.93 | Scored | — | Auto-linked |
| CLM-425882 | 0.83 | Scored | — | Sent to steward |
| CLM-425881 | 0.75 | Scored | — | Sent to steward |
| TPA-61427 | 0.75 | Scored | — | Sent to steward |
| TPA-61428 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020281
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Robert Nichols, 1989-09-18, 6 records, Verified
Evidence
Matched against ENR-133851
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf1af9978a42026-10-19 19:54:38, scoring_agentidentity id MBR-020281, confidence 0.925, method probabilistic, matched record ENR-133851, policy version 1
- Record linked automaticallyd62fc9ae612026-10-19 19:52:09, scoring_agentidentity id MBR-020281, confidence 0.925, method probabilistic, matched record ENR-133851, policy version 1
- Record linked automatically49b6052a1e2026-10-19 19:45:42, scoring_agentidentity id MBR-020281, confidence 0.925, method probabilistic, matched record ENR-133851, policy version 1
- Record linked automatically007547454b2026-10-19 19:32:31, scoring_agentidentity id MBR-020281, confidence 0.925, method probabilistic, matched record ENR-133851, policy version 1
- Record linked automatically84319037f52026-10-19 19:31:28, matching_agentidentity id MBR-015694, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134156