Record, CLM, bronze and silver

CLM-432142

Received 2026-07-03T21:37:42Z, line 99,639 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	Hunt, Joyce	Joyce	Changed
Middle	—	—	Unchanged
Last name	—	Hunt	Changed
Date of birth	11/16/93	1993-11-16	Parsed
Gender	UNKNOWN	—	Cleared
Member ID	—	—	Unchanged
SSN	null	—	Cleared
Phone	null	—	Cleared
Email	joyce.hunt76@outlook.com	joyce.hunt76@outlook.com	Unchanged
Address	2184 Main Street··	2184 Main St	Changed
City	Atlanta	Atlanta	Unchanged
State	GA	GA	Unchanged
ZIP	30324-5761	30324	Changed
Group	GRP-7837	GRP-7837	Unchanged
Plan	CHOICE-PLUS-PPO	CHOICE-PLUS-PPO	Unchanged

6 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
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
ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty

Every scored comparison involving this record, highest score first

No candidate pairs

Blocking produced no comparisons for this record.

Linked 2026-10-19 19:54:36

Golden record: Joyce Hunt, 1993-11-16, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automaticallyd49f24e886
2026-10-19 19:31:28, scoring_agent
identity id MBR-013221, confidence 1, method probabilistic, matched record TPA-64062, policy version 1