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.