Triple

T13857542
Position Surface form Disambiguated ID Type / Status
Subject EB-3 skilled workers, professionals, and other workers immigrant visa E333103 entity
Predicate employmentBasedPreference P111817 FINISHED
Object EB-3 E333103 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-3 | Statement: [EB-3 skilled workers, professionals, and other workers immigrant visa, employmentBasedPreference, EB-3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EB-3
Context triple: [EB-3 skilled workers, professionals, and other workers immigrant visa, employmentBasedPreference, EB-3]
  • A. EB-3 skilled workers, professionals, and other workers immigrant visa chosen
    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.
  • B. 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.
  • C. 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.
  • D. I-140
    I-140 is a designation used for auxiliary Interstate Highways in the United States, typically serving as bypasses or connectors around urban areas.
  • E. I-520
    I-520 is an auxiliary Interstate Highway that forms a partial beltway around Augusta, Georgia and North Augusta, South Carolina.
  • 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: employmentBasedPreference
Context triple: [EB-3 skilled workers, professionals, and other workers immigrant visa, employmentBasedPreference, EB-3]
  • A. employment
    Indicates a relationship where one entity hires, contracts, or otherwise engages another to perform work or services, typically in exchange for compensation.
  • B. eligibleWork
    Indicates that a particular work satisfies the necessary conditions or criteria to qualify for a specified status, benefit, or consideration.
  • C. peakEmployment
    Indicates that an entity has reached its highest level of employment or workforce size during a specified period.
  • D. basedOnCareerOf
    Indicates that something (such as a work, character, or storyline) is derived from, inspired by, or modeled on the career or professional life of a particular person.
  • E. employerFocus
    Indicates that an employer directs particular attention, resources, or priority toward a specific subject, group, or area.
  • 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.
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.