Record, TPA, bronze and silver

TPA-50159

Received 2026-01-16T18:48:50Z, line 76,784 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	HELEN··	Helen	Changed
Middle	—	—	Unchanged
Last name	LUNA	Luna	Changed
Date of birth	01/13/55	1955-01-13	Parsed
Gender	M	M	Unchanged
Member ID	UNKNOWN	—	Cleared
SSN	•••-••-7864	•••-••-7864	Unchanged
Phone	387-865-3496	3878653496	Parsed
Email	·NULL	—	Cleared
Address	6305 Palm Drive	6305 Palm Dr	Changed
City	Dallas··	Dallas	Changed
State	TX	TX	Unchanged
ZIP	75259	75259	Unchanged
Group	NULL	—	Cleared
Plan	—	—	Unchanged

7 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
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

No candidate pairs

Blocking produced no comparisons for this record.

Linked 2026-10-22 12:43:43

Golden record: Helen Luna, 1955-01-13, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically01238778f9
2026-10-19 19:31:28, scoring_agent
identity id MBR-012914, confidence 1, method probabilistic, matched record TPA-50158, policy version 1