Triple
T13857613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EB-4 special immigrants immigrant visa |
E333104
|
entity |
| Predicate | visaBulletinCategory |
P62481
|
FINISHED |
| Object | EB-4 |
E333104
|
NE FINISHED |
How this triple was built (3 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-4 | Statement: [EB-4 special immigrants immigrant visa, visaBulletinCategory, EB-4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EB-4 Context triple: [EB-4 special immigrants immigrant visa, visaBulletinCategory, EB-4]
-
A.
EB-4 visa
The EB-4 visa is a U.S. employment-based immigrant visa category for certain “special immigrants,” including religious workers, some broadcasters, certain employees of international organizations, and other narrowly defined groups.
-
B.
EB-4 special immigrants immigrant visa
chosen
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.
-
C.
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.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: visaBulletinCategory Context triple: [EB-4 special immigrants immigrant visa, visaBulletinCategory, EB-4]
-
A.
usedVisaType
Indicates that a particular type of visa was utilized in the context of an action, transaction, or event involving the related entities.
-
B.
modifiedVisaCategory
Indicates that an entity has changed or updated the classification or type of a visa associated with another entity.
-
C.
officialCategoryIn
chosen
Indicates that an entity is formally classified within a specific official category or grouping in a given system or context.
-
D.
shareVisaPolicy
Indicates that two entities apply the same or highly similar visa requirements and entry rules to travelers.
-
E.
issuerSpecialization
Indicates the particular field, domain, or area of expertise in which the issuer is specialized.
- F. None of above.
Provenance (4 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_69f7ce6c0c3c8190911b56b20c9eb955 |
completed | May 3, 2026, 10:38 p.m. |
| PD | Predicate disambiguation | batch_69dbc8691b608190a25a7c70a366b170 |
completed | April 12, 2026, 4:29 p.m. |
Created at: April 9, 2026, 10:14 p.m.