Record, ENR, bronze and silver

ENR-123898

Received 2026-01-03T22:21:35Z, line 72,616 of the ENR feed

ENRSingle 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	Thoams, John	John	Changed
Middle	W	W	Unchanged
Last name	—	Thoams	Changed
Date of birth	·1960-05-14	1960-05-14	Parsed
Gender	null	—	Cleared
Member ID	UHC-00769-29	UHC-00769-29	Unchanged
SSN	•••-••-5156	•••-••-5156	Unchanged
Phone	576.906.6203	5769066203	Parsed
Email	JOHN.THOMAS@AOL.COM	john.thomas@aol.com	Changed
Address	8931 Baseline Road	8931 Baseline Rd	Changed
City	·Scottsdale	Scottsdale	Changed
State	AZ	AZ	Unchanged
ZIP	85282	85282	Unchanged
Group	GRP-6539	GRP-6539	Unchanged
Plan	NAVIGATE-HMO··	NAVIGATE-HMO	Changed

7 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
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
Email lower-casedEmail lower-cased
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

No candidate pairs

Blocking produced no comparisons for this record.

Linked 2026-10-22 12:43:43

Golden record: John Thoams, 1960-05-14, 1 record, Verified

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically65cbb6a22c
2026-10-19 19:31:28, scoring_agent
identity id MBR-001938, confidence 1, method probabilistic, matched record CLM-418248, policy version 1