Triple

T34159708
Position Surface form Disambiguated ID Type / Status
Subject H-2A temporary agricultural worker program E876242 entity
Predicate visaApplicationForm P102494 FINISHED
Object Form DS-160
Form DS-160 is the U.S. Department of State’s standard online nonimmigrant visa application form used by foreign nationals seeking temporary entry to the United States, including agricultural workers under the H-2A program.
 E2085045 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: Form DS-160 | Statement: [H-2A temporary agricultural worker program, visaApplicationForm, Form DS-160]
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: Form DS-160
Triple: [H-2A temporary agricultural worker program, visaApplicationForm, Form DS-160]
Generated description
Form DS-160 is the U.S. Department of State’s standard online nonimmigrant visa application form used by foreign nationals seeking temporary entry to the United States, including agricultural workers under the H-2A program.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: visaApplicationForm
Context triple: [H-2A temporary agricultural worker program, visaApplicationForm, Form DS-160]
  • A. visaRequirement
    Indicates whether one party must obtain a visa in order to enter, stay in, or transit through the territory of another party.
  • B. visaClass
    Indicates the specific category or type of visa associated with an individual or immigration case.
  • C. adjustmentOfStatusForm
    Indicates that one entity is a form used to request or process a change in another entity’s legal or official status.
  • D. onlineApplication chosen
    Indicates that an application or request is submitted, processed, or managed through an online or web-based system.
  • E. shareVisaPolicy
    Indicates that two entities apply the same or highly similar visa requirements and entry rules to travelers.
  • F. None of above.

Provenance (6 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_69f349ac987481908a8e6053f665bc8b completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_69f70fdedf708190ab68c2d567e086d0 completed May 3, 2026, 9:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a36c1d188a08190acf117c920fdf470 completed June 20, 2026, 4:37 p.m.
NEDg Description generation batch_6a36c63dd5e48190b456b5a95e6f7a93 completed June 20, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_6a36c799cbc881908eb4e74997355460 completed June 20, 2026, 5:02 p.m.
PD Predicate disambiguation batch_69f70f3c5bfc81908585f52e196dafe5 completed May 3, 2026, 9:02 a.m.
Created at: May 1, 2026, 1:54 a.m.