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.