Record, CLM, bronze and silver
CLM-404449
Received 2026-05-09T21:19:41Z, line 3,552 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 | Justin | Justin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Crawford | Crawford | Unchanged |
| Date of birth | 10/08/82 | 1982-10-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 3216 Park Pl·· | 3216 Park Pl | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77003 | 77003 | Unchanged |
| Group | ·GRP-6280 | GRP-6280 | Changed |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.80
- Name key
- justin|crawford
- Address key
- 3216|park|77003
- Canonical first
- justin
Quality flags
4 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- City re-casedCity re-cased to Title Case
- 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-51936 | 1.00 | Scored | — | Auto-linked |
| ENR-105873 | 1.00 | Scored | — | Auto-linked |
| ENR-105874 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017589
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Crawford, 1982-10-08, 4 records, Verified
Evidence
Matched against ENR-105873
| 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 automatically525f41438e2026-10-19 19:54:38, scoring_agentidentity id MBR-017589, confidence 1, method probabilistic, matched record ENR-105873, policy version 1
- Record linked automaticallyadbb1574142026-10-19 19:52:09, scoring_agentidentity id MBR-017589, confidence 1, method probabilistic, matched record ENR-105873, policy version 1
- Record linked automatically55546130c72026-10-19 19:45:42, scoring_agentidentity id MBR-017589, confidence 1, method probabilistic, matched record ENR-105873, policy version 1
- Record linked automaticallyb6f53eb8ce2026-10-19 19:32:31, scoring_agentidentity id MBR-017589, confidence 1, method probabilistic, matched record ENR-105873, policy version 1
- Record linked automatically7fd88e6cd02026-10-19 19:31:28, matching_agentidentity id MBR-017263, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105804