Triple
T13547733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dreamers |
E323556
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Development, Relief, and Education for Alien Minors Act
The Development, Relief, and Education for Alien Minors (DREAM) Act is a proposed U.S. federal law that would provide a pathway to legal status for certain undocumented immigrants who were brought to the country as children, commonly known as "Dreamers."
|
E1046158
|
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: Development, Relief, and Education for Alien Minors Act | Statement: [Dreamers, associatedWith, Development, Relief, and Education for Alien Minors Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development, Relief, and Education for Alien Minors Act Context triple: [Dreamers, associatedWith, Development, Relief, and Education for Alien Minors Act]
-
A.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
-
B.
Trafficking in Victims Protection Reauthorization Acts
The Trafficking Victims Protection Reauthorization Acts are a series of U.S. federal laws that renew and expand the original Trafficking Victims Protection Act, strengthening measures to prevent human trafficking, protect victims, and prosecute traffickers.
-
C.
Trafficking Victims Protection Act
The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
-
D.
Indian Child Welfare Act
The Indian Child Welfare Act is a U.S. federal law that sets standards and procedures to protect the rights of Native American children, families, and tribes in child custody and adoption cases.
-
E.
Children’s Justice and Assistance Act amendments
The Children’s Justice and Assistance Act amendments are legislative changes aimed at improving the investigation, prosecution, and support systems for child abuse and exploitation cases within the broader framework of U.S. federal crime control policy.
- 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: Development, Relief, and Education for Alien Minors Act Triple: [Dreamers, associatedWith, Development, Relief, and Education for Alien Minors Act]
Generated description
The Development, Relief, and Education for Alien Minors (DREAM) Act is a proposed U.S. federal law that would provide a pathway to legal status for certain undocumented immigrants who were brought to the country as children, commonly known as "Dreamers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Development, Relief, and Education for Alien Minors Act Target entity description: The Development, Relief, and Education for Alien Minors (DREAM) Act is a proposed U.S. federal law that would provide a pathway to legal status for certain undocumented immigrants who were brought to the country as children, commonly known as "Dreamers."
-
A.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
-
B.
Trafficking in Victims Protection Reauthorization Acts
The Trafficking Victims Protection Reauthorization Acts are a series of U.S. federal laws that renew and expand the original Trafficking Victims Protection Act, strengthening measures to prevent human trafficking, protect victims, and prosecute traffickers.
-
C.
Trafficking Victims Protection Act
The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
-
D.
Indian Child Welfare Act
The Indian Child Welfare Act is a U.S. federal law that sets standards and procedures to protect the rights of Native American children, families, and tribes in child custody and adoption cases.
-
E.
Children’s Justice and Assistance Act amendments
The Children’s Justice and Assistance Act amendments are legislative changes aimed at improving the investigation, prosecution, and support systems for child abuse and exploitation cases within the broader framework of U.S. federal crime control policy.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafdcecf481909999a173b32a58cd |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da2c2008190b43a653a349ea0c7 |
completed | May 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69f75ed5457c819093081c6a22f13c91 |
completed | May 3, 2026, 2:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f75f7e9d2c81909ec5540b34ac97cb |
completed | May 3, 2026, 2:45 p.m. |
Created at: April 9, 2026, 9:45 p.m.