Triple
T7112097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | T visa |
E165729
|
entity |
| Predicate | formUsedForApplication |
P26269
|
FINISHED |
| Object |
Form I-914
Form I-914 is a U.S. Citizenship and Immigration Services application used by certain noncitizen victims of human trafficking to request T nonimmigrant status and related benefits.
|
E641689
|
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: Form I-914 | Statement: [T visa, formUsedForApplication, Form I-914]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Form I-914 Context triple: [T visa, formUsedForApplication, Form I-914]
-
A.
I-110
I-110 is a short auxiliary Interstate Highway in Florida that connects downtown Pensacola to Interstate 10.
-
B.
Form I-9
Form I-9 is a U.S. Citizenship and Immigration Services document used by employers to verify the identity and employment authorization of individuals hired for work in the United States.
-
C.
I-540
I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
-
D.
Form W-7
Form W-7 is an IRS document used by individuals who are not eligible for a Social Security Number to request an Individual Taxpayer Identification Number for U.S. tax purposes.
-
E.
I-190
I-190 is a short auxiliary Interstate Highway in Massachusetts that connects Worcester to the Leominster–Fitchburg area and links to I-290 and Route 2.
- 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 I-914 Triple: [T visa, formUsedForApplication, Form I-914]
Generated description
Form I-914 is a U.S. Citizenship and Immigration Services application used by certain noncitizen victims of human trafficking to request T nonimmigrant status and related benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Form I-914 Target entity description: Form I-914 is a U.S. Citizenship and Immigration Services application used by certain noncitizen victims of human trafficking to request T nonimmigrant status and related benefits.
-
A.
I-110
I-110 is a short auxiliary Interstate Highway in Florida that connects downtown Pensacola to Interstate 10.
-
B.
Form I-9
Form I-9 is a U.S. Citizenship and Immigration Services document used by employers to verify the identity and employment authorization of individuals hired for work in the United States.
-
C.
I-540
I-540 is a designation used for auxiliary Interstate highways in the United States, most notably around the Raleigh, North Carolina area.
-
D.
Form W-7
Form W-7 is an IRS document used by individuals who are not eligible for a Social Security Number to request an Individual Taxpayer Identification Number for U.S. tax purposes.
-
E.
I-190
I-190 is a short auxiliary Interstate Highway in Massachusetts that connects Worcester to the Leominster–Fitchburg area and links to I-290 and Route 2.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formUsedForApplication Context triple: [T visa, formUsedForApplication, Form I-914]
-
A.
appliedFor
Indicates that an entity has submitted a request or application to another entity for a position, service, benefit, or opportunity.
-
B.
usesForm
chosen
Indicates that one entity employs, applies, or operates through a particular form, format, or structured representation of something.
-
C.
usedFor
Indicates that one entity serves a purpose, function, or role in accomplishing, enabling, or supporting another entity or activity.
-
D.
filingForm
Indicates that an entity submits or completes a specific form or document, typically as part of an official or administrative process.
-
E.
hasCommonApplication
Indicates that two or more entities share at least one typical or frequent use, purpose, or practical application in common.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5edf89c8190a069b35ff7768165 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbc35d48190974e207eb98dcbe3 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d31a9e8819096e6a3040b1852a9 |
completed | March 28, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79dc7d7d8819097e423ef70b03040 |
completed | March 28, 2026, 9:22 a.m. |
| PD | Predicate disambiguation | batch_69c6e1c4f9788190830288d00cc37026 |
completed | March 27, 2026, 8 p.m. |
Created at: March 27, 2026, 2:43 p.m.