Record, TPA, bronze and silver

TPA-62101

Received 2026-10-10T18:43:20Z, line 67,140 of the TPA feed

TPASingle 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	Ruiz, Justin	Justin	Changed
Middle	—	—	Unchanged
Last name	—	Ruiz	Changed
Date of birth	·1980-04-22	1980-04-22	Parsed
Gender	F	F	Unchanged
Member ID	N/A	—	Cleared
SSN	—	—	Unchanged
Phone	(286) 717-1441	2867171441	Parsed
Email	—	—	Unchanged
Address	6445 Jefferson Avenue	6445 Jefferson Ave	Changed
City	Austin	Austin	Unchanged
State	TX	TX	Unchanged
ZIP	78715	78715	Unchanged
Group	GRP-5991	GRP-5991	Unchanged
Plan	CORE-HMO	CORE-HMO	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
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
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
CLM-427395	0.72	Scored	—	Sent to steward
CLM-427396	0.63	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Justin Ruiz, 1980-04-22, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically202b2320fd
2026-10-19 19:31:28, scoring_agent
identity id MBR-003103, confidence 1, method probabilistic, matched record CLM-427539, policy version 1