Triple

T13857605
Position Surface form Disambiguated ID Type / Status
Subject EB-4 special immigrants immigrant visa E333104 entity
Predicate requiresPetitionForm P111820 FINISHED
Object Form I-360
Form I-360 is a U.S. immigration petition used by certain special immigrants, including religious workers, Amerasians, and abused spouses or children, to seek classification that can lead to permanent residence.
E1066947 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-360 | Statement: [EB-4 special immigrants immigrant visa, requiresPetitionForm, Form I-360]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form I-360
Context triple: [EB-4 special immigrants immigrant visa, requiresPetitionForm, Form I-360]
  • A. I-520
    I-520 is an auxiliary Interstate Highway that forms a partial beltway around Augusta, Georgia and North Augusta, South Carolina.
  • B. I-190
    I-190 is a short auxiliary Interstate Highway in Massachusetts that connects Worcester to the Leominster–Fitchburg area and links to I-290 and Route 2.
  • C. 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.
  • D. I-229
    I-229 is a short auxiliary Interstate Highway in Missouri that serves as a bypass and business route around downtown St. Joseph.
  • E. I-229
    I-229 is an auxiliary Interstate Highway that serves as a bypass route around Sioux Falls in southeastern South Dakota.
  • 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-360
Triple: [EB-4 special immigrants immigrant visa, requiresPetitionForm, Form I-360]
Generated description
Form I-360 is a U.S. immigration petition used by certain special immigrants, including religious workers, Amerasians, and abused spouses or children, to seek classification that can lead to permanent residence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form I-360
Target entity description: Form I-360 is a U.S. immigration petition used by certain special immigrants, including religious workers, Amerasians, and abused spouses or children, to seek classification that can lead to permanent residence.
  • A. I-520
    I-520 is an auxiliary Interstate Highway that forms a partial beltway around Augusta, Georgia and North Augusta, South Carolina.
  • B. I-190
    I-190 is a short auxiliary Interstate Highway in Massachusetts that connects Worcester to the Leominster–Fitchburg area and links to I-290 and Route 2.
  • C. 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.
  • D. I-229
    I-229 is a short auxiliary Interstate Highway in Missouri that serves as a bypass and business route around downtown St. Joseph.
  • E. I-229
    I-229 is an auxiliary Interstate Highway that serves as a bypass route around Sioux Falls in southeastern South Dakota.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: requiresPetitionForm
Context triple: [EB-4 special immigrants immigrant visa, requiresPetitionForm, Form I-360]
  • A. containsPetition
    Indicates that one entity includes or holds a petition within it, either as content or as a component.
  • B. requiredPledgeFrom
    Indicates that one entity mandates or demands a pledge or commitment from another entity as a prerequisite or condition.
  • C. canBePetitionedBy
    Indicates that an entity is eligible to receive formal petitions, requests, or appeals from another entity.
  • D. requiresCertificationRequestBy
    Indicates that one entity can only proceed or be valid if a formal certification request has been submitted or initiated by another specified entity.
  • E. respondentRequirement
    Indicates that a particular condition, qualification, or obligation must be met by the respondent in order to participate in or complete the referenced activity or process.
  • 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.