Triple
T13857665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | H-1B specialty occupation visa |
E333105
|
entity |
| Predicate | dependentVisaCategory |
P111827
|
FINISHED |
| Object |
H-4 visa
The H-4 visa is a U.S. nonimmigrant visa that allows the spouses and unmarried children under 21 of certain employment-based visa holders, such as H-1B workers, to reside in the United States and, in some cases, obtain work authorization.
|
E1066948
|
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: H-4 visa | Statement: [H-1B specialty occupation visa, dependentVisaCategory, H-4 visa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: H-4 visa Context triple: [H-1B specialty occupation visa, dependentVisaCategory, H-4 visa]
-
A.
T visa
The T visa is a U.S. nonimmigrant visa that allows certain victims of severe human trafficking to remain in the United States and access protection and services while assisting law enforcement.
-
B.
U visa
The U visa is a U.S. nonimmigrant visa that provides temporary legal status and work authorization to certain noncitizen victims of serious crimes who assist law enforcement in investigating or prosecuting those crimes.
-
C.
H-1B specialty occupation visa
The H-1B specialty occupation visa is a U.S. nonimmigrant visa that allows employers to temporarily hire foreign workers in professional roles requiring specialized knowledge and at least a bachelor’s degree or equivalent.
-
D.
EB-4 special immigrants immigrant visa
The EB-4 special immigrants immigrant visa is a U.S. employment-based green card category reserved for certain special classes of immigrants, such as religious workers, certain employees of U.S. foreign service posts, and other designated groups.
-
E.
H-2B
H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
- 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: H-4 visa Triple: [H-1B specialty occupation visa, dependentVisaCategory, H-4 visa]
Generated description
The H-4 visa is a U.S. nonimmigrant visa that allows the spouses and unmarried children under 21 of certain employment-based visa holders, such as H-1B workers, to reside in the United States and, in some cases, obtain work authorization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: H-4 visa Target entity description: The H-4 visa is a U.S. nonimmigrant visa that allows the spouses and unmarried children under 21 of certain employment-based visa holders, such as H-1B workers, to reside in the United States and, in some cases, obtain work authorization.
-
A.
T visa
The T visa is a U.S. nonimmigrant visa that allows certain victims of severe human trafficking to remain in the United States and access protection and services while assisting law enforcement.
-
B.
U visa
The U visa is a U.S. nonimmigrant visa that provides temporary legal status and work authorization to certain noncitizen victims of serious crimes who assist law enforcement in investigating or prosecuting those crimes.
-
C.
H-1B specialty occupation visa
The H-1B specialty occupation visa is a U.S. nonimmigrant visa that allows employers to temporarily hire foreign workers in professional roles requiring specialized knowledge and at least a bachelor’s degree or equivalent.
-
D.
EB-4 special immigrants immigrant visa
The EB-4 special immigrants immigrant visa is a U.S. employment-based green card category reserved for certain special classes of immigrants, such as religious workers, certain employees of U.S. foreign service posts, and other designated groups.
-
E.
H-2B
H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: dependentVisaCategory Context triple: [H-1B specialty occupation visa, dependentVisaCategory, H-4 visa]
-
A.
visaRequirement
Indicates whether one party must obtain a visa in order to enter, stay in, or transit through the territory of another party.
-
B.
supportsVisaOnArrival
Indicates that a country or authority allows eligible travelers to obtain a visa upon arrival rather than requiring it in advance.
-
C.
haveVisaLiberalizationWith
Indicates that there exists a mutual agreement or policy framework under which entities allow eased or visa-free travel between them.
-
D.
shareVisaPolicy
Indicates that two entities apply the same or highly similar visa requirements and entry rules to travelers.
-
E.
immigrationType
Indicates the specific category or classification of an individual’s immigration status or entry into a country.
- F. None of above. chosen
Provenance (7 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02dc9f488190b7181dcb7e304632 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0fb7c3c819081fc6f89aa17d6af |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c2c711948190ac614291592a7e03 |
completed | May 3, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c36f28b48190b734a9e5e7ae39b9 |
completed | May 3, 2026, 9:51 p.m. |
| PD | Predicate disambiguation | batch_69dbc8691b608190a25a7c70a366b170 |
completed | April 12, 2026, 4:29 p.m. |
| PDg | Predicate description generation | batch_69dcad0eea9881908f71e1eed9a2446b |
completed | April 13, 2026, 8:45 a.m. |
Created at: April 9, 2026, 10:14 p.m.