Record, TPA, bronze and silver

TPA-62739

Received 2026-08-28T09:00:40Z, line 32,877 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	LORI	Lori	Changed
Middle	—	—	Unchanged
Last name	FLULER	Fluler	Changed
Date of birth	Sep 22, 1985	1985-09-22	Parsed
Gender	M	M	Unchanged
Member ID	null	—	Cleared
SSN	—	—	Unchanged
Phone	—	—	Unchanged
Email	null	—	Cleared
Address	2591 Camelback Rd	2591 Camelback Rd	Unchanged
City	Tampa	Tampa	Unchanged
State	FL··	FL	Changed
ZIP	NULL	—	Cleared
Group	—	—	Unchanged
Plan	CHOICE-PLUS-PPO	CHOICE-PLUS-PPO	Unchanged

5 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
ZIP missingStreet address present but no ZIP supplied
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: Lori Fluler, 1985-09-22, 1 record, Provisional

Evidence

No field-level evidence recorded.

1 hash-chained entry for this record

Record linked automatically8a66b4c50a
2026-10-19 19:31:28, scoring_agent
identity id MBR-003532, confidence 1, method probabilistic, matched record CLM-428993, policy version 1