Triple
T3148469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Illegal Immigration Reform and Immigrant Responsibility Act of 1996 |
E65819
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
IIRIRA
IIRIRA is a 1996 U.S. federal law that significantly toughened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
|
E331168
|
NE FINISHED |
How this triple was built (4 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: IIRIRA | Statement: [Illegal Immigration Reform and Immigrant Responsibility Act of 1996, shortName, IIRIRA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IIRIRA Context triple: [Illegal Immigration Reform and Immigrant Responsibility Act of 1996, shortName, IIRIRA]
-
A.
IRIA
IRIA (Institut de Recherche en Informatique et en Automatique) was the original French national research institute for computer science and automation, later becoming INRIA, and played a key role in early networking and informatics research.
-
B.
De Ira
De Ira is a philosophical treatise by Seneca the Younger that examines the nature, causes, and control of anger from a Stoic perspective.
-
C.
IRI
IRI (Industrial Research Institute) is a U.S.-based association of industrial and service companies focused on advancing innovation, research, and development management practices.
-
D.
Iri Ji
Iri Ji is a traditional Igbo cultural celebration in Nigeria that marks the harvest and offering of new yams, featuring rituals, feasting, and communal festivities.
-
E.
Ibiray
Ibiray is a locality in Paraguay historically noted as the place where Uruguayan national hero José Gervasio Artigas died in exile.
- 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: IIRIRA Triple: [Illegal Immigration Reform and Immigrant Responsibility Act of 1996, shortName, IIRIRA]
Generated description
IIRIRA is a 1996 U.S. federal law that significantly toughened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IIRIRA Target entity description: IIRIRA is a 1996 U.S. federal law that significantly toughened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
-
A.
IRIA
IRIA (Institut de Recherche en Informatique et en Automatique) was the original French national research institute for computer science and automation, later becoming INRIA, and played a key role in early networking and informatics research.
-
B.
De Ira
De Ira is a philosophical treatise by Seneca the Younger that examines the nature, causes, and control of anger from a Stoic perspective.
-
C.
IRI
IRI (Industrial Research Institute) is a U.S.-based association of industrial and service companies focused on advancing innovation, research, and development management practices.
-
D.
Iri Ji
Iri Ji is a traditional Igbo cultural celebration in Nigeria that marks the harvest and offering of new yams, featuring rituals, feasting, and communal festivities.
-
E.
Ibiray
Ibiray is a locality in Paraguay historically noted as the place where Uruguayan national hero José Gervasio Artigas died in exile.
- F. None of above. chosen
Provenance (5 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_69ad8584485081909ed529e890cadc4a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5be30fc819097edb620c65055d5 |
completed | March 8, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224f53bbc81908416272cd48af69e |
completed | March 12, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69b225896c4c81909e875a2d357e7bc5 |
completed | March 12, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b225fef06081908dcd8201def1ad95 |
completed | March 12, 2026, 2:33 a.m. |
Created at: March 8, 2026, 3:05 p.m.