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.