Triple
T13857576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EB-3 skilled workers, professionals, and other workers immigrant visa |
E333103
|
entity |
| Predicate | distinguishedFrom |
P1612
|
FINISHED |
| Object |
EB-2 immigrant visa category
The EB-2 immigrant visa category is a U.S. employment-based green card classification for foreign nationals who are members of the professions holding advanced degrees or who have exceptional ability in the sciences, arts, or business.
|
E1066945
|
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: EB-2 immigrant visa category | Statement: [EB-3 skilled workers, professionals, and other workers immigrant visa, distinguishedFrom, EB-2 immigrant visa category]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EB-2 immigrant visa category Context triple: [EB-3 skilled workers, professionals, and other workers immigrant visa, distinguishedFrom, EB-2 immigrant visa category]
-
A.
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.
-
B.
EB-1 priority workers immigrant visa
The EB-1 priority workers immigrant visa is a U.S. employment-based green card category for individuals with extraordinary ability, outstanding professors or researchers, and certain multinational executives or managers.
-
C.
EB-3 skilled workers, professionals, and other workers immigrant visa
The EB-3 skilled workers, professionals, and other workers immigrant visa is a U.S. employment-based green card category that allows certain foreign nationals with qualifying job offers and varying levels of education or experience to obtain permanent residency.
-
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.
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.
- 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: EB-2 immigrant visa category Triple: [EB-3 skilled workers, professionals, and other workers immigrant visa, distinguishedFrom, EB-2 immigrant visa category]
Generated description
The EB-2 immigrant visa category is a U.S. employment-based green card classification for foreign nationals who are members of the professions holding advanced degrees or who have exceptional ability in the sciences, arts, or business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EB-2 immigrant visa category Target entity description: The EB-2 immigrant visa category is a U.S. employment-based green card classification for foreign nationals who are members of the professions holding advanced degrees or who have exceptional ability in the sciences, arts, or business.
-
A.
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.
-
B.
EB-1 priority workers immigrant visa
The EB-1 priority workers immigrant visa is a U.S. employment-based green card category for individuals with extraordinary ability, outstanding professors or researchers, and certain multinational executives or managers.
-
C.
EB-3 skilled workers, professionals, and other workers immigrant visa
The EB-3 skilled workers, professionals, and other workers immigrant visa is a U.S. employment-based green card category that allows certain foreign nationals with qualifying job offers and varying levels of education or experience to obtain permanent residency.
-
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.
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.
- 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_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. |
Created at: April 9, 2026, 10:14 p.m.