Triple

T3173842
Position Surface form Disambiguated ID Type / Status
Subject Immigration Act of 1990 E66414 entity
Predicate modifiedVisaCategory P46768 FINISHED
Object 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.
E333105 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-1B specialty occupation visa | Statement: [Immigration Act of 1990, modifiedVisaCategory, H-1B specialty occupation visa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: H-1B specialty occupation visa
Context triple: [Immigration Act of 1990, modifiedVisaCategory, H-1B specialty occupation visa]
  • A. 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.
  • 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. O-1
    O-1 is the entry-level commissioned officer pay grade in the United States Navy, typically held by ensigns beginning their naval officer careers.
  • 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. Special Agricultural Worker program
    The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
  • 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-1B specialty occupation visa
Triple: [Immigration Act of 1990, modifiedVisaCategory, H-1B specialty occupation visa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: H-1B specialty occupation visa
Target entity description: 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.
  • A. 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.
  • 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. O-1
    O-1 is the entry-level commissioned officer pay grade in the United States Navy, typically held by ensigns beginning their naval officer careers.
  • 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. Special Agricultural Worker program
    The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: modifiedVisaCategory
Context triple: [Immigration Act of 1990, modifiedVisaCategory, H-1B specialty occupation visa]
  • A. admissionType
    Indicates the category or manner in which an entity (such as a person or case) is formally accepted or admitted into a system, institution, or process.
  • B. cardType
    Indicates the classification or category assigned to a card within a given system or context.
  • C. alternativeMembership
    Indicates that an entity belongs to one of several possible groups or categories that can substitute for each other as valid memberships.
  • D. eligibilityCategory
    Indicates the classification or type of eligibility that applies to an entity within a given context.
  • E. memberCategory
    Indicates that an entity belongs to or is classified under a specific category or group.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada670c800819098937783e2b05c7a completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235edf7708190b79605a05baf1711 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
PD Predicate disambiguation batch_69ad9e0076b4819094628f1ad10b8f68 completed March 8, 2026, 4:04 p.m.
PDg Predicate description generation batch_69ada20880e481908ecac09d49b1f1c3 completed March 8, 2026, 4:21 p.m.
Created at: March 8, 2026, 3:06 p.m.