Triple

T13857508
Position Surface form Disambiguated ID Type / Status
Subject EB-1 priority workers immigrant visa E333102 entity
Predicate petitionForm P111804 FINISHED
Object Form I-140 Immigrant Petition for Alien Worker
Form I-140 Immigrant Petition for Alien Worker is a U.S. immigration form used by employers or certain individuals to request classification of a foreign national as eligible for an employment-based immigrant visa and permanent residency.
E1066942 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: Form I-140 Immigrant Petition for Alien Worker | Statement: [EB-1 priority workers immigrant visa, petitionForm, Form I-140 Immigrant Petition for Alien Worker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form I-140 Immigrant Petition for Alien Worker
Context triple: [EB-1 priority workers immigrant visa, petitionForm, Form I-140 Immigrant Petition for Alien Worker]
  • A. 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.
  • B. I-520
    I-520 is an auxiliary Interstate Highway that forms a partial beltway around Augusta, Georgia and North Augusta, South Carolina.
  • C. I-485
    I-485 is the beltway interstate highway that loops around the city of Charlotte, North Carolina.
  • D. I-220
    I-220 is an auxiliary Interstate Highway in the United States that serves as a bypass or loop around a primary Interstate route.
  • E. I-229
    I-229 is a short auxiliary Interstate Highway in Missouri that serves as a bypass and business route around downtown St. Joseph.
  • 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: Form I-140 Immigrant Petition for Alien Worker
Triple: [EB-1 priority workers immigrant visa, petitionForm, Form I-140 Immigrant Petition for Alien Worker]
Generated description
Form I-140 Immigrant Petition for Alien Worker is a U.S. immigration form used by employers or certain individuals to request classification of a foreign national as eligible for an employment-based immigrant visa and permanent residency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form I-140 Immigrant Petition for Alien Worker
Target entity description: Form I-140 Immigrant Petition for Alien Worker is a U.S. immigration form used by employers or certain individuals to request classification of a foreign national as eligible for an employment-based immigrant visa and permanent residency.
  • A. 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.
  • B. I-520
    I-520 is an auxiliary Interstate Highway that forms a partial beltway around Augusta, Georgia and North Augusta, South Carolina.
  • C. I-485
    I-485 is the beltway interstate highway that loops around the city of Charlotte, North Carolina.
  • D. I-220
    I-220 is an auxiliary Interstate Highway in the United States that serves as a bypass or loop around a primary Interstate route.
  • E. I-229
    I-229 is a short auxiliary Interstate Highway in Missouri that serves as a bypass and business route around downtown St. Joseph.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: petitionForm
Context triple: [EB-1 priority workers immigrant visa, petitionForm, Form I-140 Immigrant Petition for Alien Worker]
  • A. protestForm
    Indicates the specific method or mode by which a protest or demonstration is carried out.
  • B. petition
    Indicates that one entity formally requests or appeals to another entity, typically an authority, for a specific action or change.
  • C. governmentFormCreated
    Indicates that one entity established or instituted a particular form or system of government for another entity.
  • D. marketingForm
    Indicates the specific format or medium in which a product, service, or message is presented for marketing purposes.
  • E. governmentFormUnder
    Indicates that one governmental form or system operates under the authority, framework, or jurisdiction of another governmental form.
  • 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_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.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 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.