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.