Record, CLM, bronze and silver

CLM-406309

Received 2026-03-29T19:11:48Z, line 59,340 of the CLM feed

CLMSingle record

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	Thompson, Joseph	Joseph	Changed
Middle	—	—	Unchanged
Last name	····	Thompson	Changed
Date of birth	11/23/44	1944-11-23	Parsed
Gender	Male	M	Parsed
Member ID	UNKNOWN	—	Cleared
SSN	NULL	—	Cleared
Phone	—	—	Unchanged
Email	UNKNOWN	—	Cleared
Address	null	—	Cleared
City	—	—	Unchanged
State	—	—	Unchanged
ZIP	null	—	Cleared
Group	-	—	Cleared
Plan	CHOICE-PLUS-PPO··	CHOICE-PLUS-PPO	Changed

5 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
Gender normalisedGender mapped to F or M from a longer or variant value
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

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
ENR-108285	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Joseph Thompson, 1944-11-23, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically5766a0715e
2026-10-19 19:31:28, scoring_agent
identity id MBR-003737, confidence 1, method probabilistic, matched record CLM-406307, policy version 1