Triple
T7846080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Form 1040-NR filing |
E181925
|
entity |
| Predicate | mayRequire |
P100
|
FINISHED |
| Object |
Form 8833
Form 8833 is an IRS disclosure form used by taxpayers to report and explain positions taken under an income tax treaty that differ from U.S. tax law.
|
E698586
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Form 8833 | Statement: [Form 1040-NR filing, mayRequire, Form 8833]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Form 8833 Context triple: [Form 1040-NR filing, mayRequire, Form 8833]
-
A.
FATCA Form 8938
FATCA Form 8938 is an IRS tax form used by certain U.S. taxpayers to report specified foreign financial assets under the Foreign Account Tax Compliance Act.
-
B.
Form W-3
Form W-3 is a transmittal form used by employers to summarize and submit all employees’ W-2 wage and tax statements to the Social Security Administration.
-
C.
Form 2553
Form 2553 is the IRS election form that allows eligible domestic corporations and certain LLCs to be taxed as S corporations for federal income tax purposes.
-
D.
I-990
I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
-
E.
Form 944
Form 944 is an annual IRS tax form that certain small employers use to report federal income tax withheld and Social Security and Medicare taxes.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Form 8833 Triple: [Form 1040-NR filing, mayRequire, Form 8833]
Generated description
Form 8833 is an IRS disclosure form used by taxpayers to report and explain positions taken under an income tax treaty that differ from U.S. tax law.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Form 8833 Target entity description: Form 8833 is an IRS disclosure form used by taxpayers to report and explain positions taken under an income tax treaty that differ from U.S. tax law.
-
A.
FATCA Form 8938
FATCA Form 8938 is an IRS tax form used by certain U.S. taxpayers to report specified foreign financial assets under the Foreign Account Tax Compliance Act.
-
B.
Form W-3
Form W-3 is a transmittal form used by employers to summarize and submit all employees’ W-2 wage and tax statements to the Social Security Administration.
-
C.
Form 2553
Form 2553 is the IRS election form that allows eligible domestic corporations and certain LLCs to be taxed as S corporations for federal income tax purposes.
-
D.
I-990
I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
-
E.
Form 944
Form 944 is an annual IRS tax form that certain small employers use to report federal income tax withheld and Social Security and Medicare taxes.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb163f5da08190b7340ef4cc01cd19 |
completed | March 31, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5af27c9c8190a3e6062d323acff1 |
completed | March 31, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69cb5def38e88190864d84abd7959aa3 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb766e41fc8190a08f07d04774053a |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:49 p.m.