Triple
T12528320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Work Opportunity Tax Credit program (policy and guidance) |
E299494
|
entity |
| Predicate | formUsed |
P23250
|
FINISHED |
| Object |
IRS Form 8850
IRS Form 8850 is a federal pre-screening and certification form employers use to determine an applicant’s eligibility for the Work Opportunity Tax Credit.
|
E986171
|
NE FINISHED |
How this triple was built (5 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: IRS Form 8850 | Statement: [Work Opportunity Tax Credit program (policy and guidance), formUsed, IRS Form 8850]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IRS Form 8850 Context triple: [Work Opportunity Tax Credit program (policy and guidance), formUsed, IRS Form 8850]
-
A.
IRS Form 6627
IRS Form 6627 is a U.S. tax form used to calculate and report environmental excise taxes, including those related to certain chemicals and hazardous substances.
-
B.
IRS Form 720
IRS Form 720 is a quarterly federal excise tax return used by businesses to report and pay various excise taxes, including environmental and Superfund-related taxes, to the Internal Revenue Service.
-
C.
Form 8843
Form 8843 is an IRS statement used primarily by certain nonresident aliens, such as international students and scholars, to explain their exempt or reduced presence in the U.S. for tax residency purposes.
-
D.
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.
-
E.
Form 8288-A
Form 8288-A is a U.S. tax form used to report and document the withholding of tax on dispositions of U.S. real property interests by foreign persons.
- 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: IRS Form 8850 Triple: [Work Opportunity Tax Credit program (policy and guidance), formUsed, IRS Form 8850]
Generated description
IRS Form 8850 is a federal pre-screening and certification form employers use to determine an applicant’s eligibility for the Work Opportunity Tax Credit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IRS Form 8850 Target entity description: IRS Form 8850 is a federal pre-screening and certification form employers use to determine an applicant’s eligibility for the Work Opportunity Tax Credit.
-
A.
IRS Form 6627
IRS Form 6627 is a U.S. tax form used to calculate and report environmental excise taxes, including those related to certain chemicals and hazardous substances.
-
B.
IRS Form 720
IRS Form 720 is a quarterly federal excise tax return used by businesses to report and pay various excise taxes, including environmental and Superfund-related taxes, to the Internal Revenue Service.
-
C.
Form 8843
Form 8843 is an IRS statement used primarily by certain nonresident aliens, such as international students and scholars, to explain their exempt or reduced presence in the U.S. for tax residency purposes.
-
D.
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.
-
E.
Form 8288-A
Form 8288-A is a U.S. tax form used to report and document the withholding of tax on dispositions of U.S. real property interests by foreign persons.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formUsed Context triple: [Work Opportunity Tax Credit program (policy and guidance), formUsed, IRS Form 8850]
-
A.
usesForm
Indicates that one entity employs, applies, or operates through a particular form, format, or structured representation of something.
-
B.
formTreatment
Indicates that one entity creates, establishes, or defines a particular treatment or therapeutic regimen for another entity.
-
C.
standardFormUsedIn
chosen
Indicates that a particular standard form is employed or applied within a given context, process, or system.
-
D.
formsFor
Indicates that one entity constitutes the physical or structural makeup of another entity.
-
E.
formsWith
Indicates that one entity combines or associates with another to create or constitute a joint structure, group, or configuration.
- F. None of above.
Provenance (6 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95f5507b481908d13cc317b7402f6 |
completed | April 10, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc674e881908673e1f9103cc8be |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64c7c5d04819094fcbee0a4b5cbb4 |
completed | May 2, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64d653b988190b11d061f55ef7192 |
completed | May 2, 2026, 7:15 p.m. |
| PD | Predicate disambiguation | batch_69d9540d7b788190a0d57b098e90e491 |
completed | April 10, 2026, 7:48 p.m. |
Created at: April 8, 2026, 9:57 p.m.