Triple

T2593588
Position Surface form Disambiguated ID Type / Status
Subject Lumbee E58179 entity
Predicate federalLegislationName P3136 FINISHED
Object Lumbee Act of 1956
The Lumbee Act of 1956 is a U.S. federal law that recognized the Lumbee people as an American Indian group but denied them full federal tribal recognition and its associated benefits.
E280847 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: Lumbee Act of 1956 | Statement: [Lumbee, federalLegislationName, Lumbee Act of 1956]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lumbee Act of 1956
Context triple: [Lumbee, federalLegislationName, Lumbee Act of 1956]
  • A. Indian Reorganization Act
    The Indian Reorganization Act was a 1934 U.S. federal law that ended the allotment of Native American lands, promoted tribal self-government, and aimed to restore and protect tribal land bases and cultures.
  • B. North Carolina disfranchisement amendment of 1900
    The North Carolina disfranchisement amendment of 1900 was a Jim Crow–era constitutional change that effectively stripped most Black citizens of their voting rights through mechanisms like literacy tests and poll taxes.
  • C. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • D. Curtis Act of 1898
    The Curtis Act of 1898 was a U.S. federal law that dismantled tribal governments and communal landholding in Indian Territory, paving the way for Oklahoma statehood and further undermining Native American sovereignty.
  • E. Virginia Racial Integrity Act of 1924
    The Virginia Racial Integrity Act of 1924 was a state law enforcing racial segregation and prohibiting interracial marriage by rigidly defining racial categories, later invalidated as unconstitutional in Loving v. Virginia.
  • 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: Lumbee Act of 1956
Triple: [Lumbee, federalLegislationName, Lumbee Act of 1956]
Generated description
The Lumbee Act of 1956 is a U.S. federal law that recognized the Lumbee people as an American Indian group but denied them full federal tribal recognition and its associated benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lumbee Act of 1956
Target entity description: The Lumbee Act of 1956 is a U.S. federal law that recognized the Lumbee people as an American Indian group but denied them full federal tribal recognition and its associated benefits.
  • A. Indian Reorganization Act
    The Indian Reorganization Act was a 1934 U.S. federal law that ended the allotment of Native American lands, promoted tribal self-government, and aimed to restore and protect tribal land bases and cultures.
  • B. North Carolina disfranchisement amendment of 1900
    The North Carolina disfranchisement amendment of 1900 was a Jim Crow–era constitutional change that effectively stripped most Black citizens of their voting rights through mechanisms like literacy tests and poll taxes.
  • C. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • D. Curtis Act of 1898
    The Curtis Act of 1898 was a U.S. federal law that dismantled tribal governments and communal landholding in Indian Territory, paving the way for Oklahoma statehood and further undermining Native American sovereignty.
  • E. Virginia Racial Integrity Act of 1924
    The Virginia Racial Integrity Act of 1924 was a state law enforcing racial segregation and prohibiting interracial marriage by rigidly defining racial categories, later invalidated as unconstitutional in Loving v. Virginia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: federalLegislationName
Context triple: [Lumbee, federalLegislationName, Lumbee Act of 1956]
  • A. significantLegislation
    Indicates that a piece of legislation has substantial importance or impact within a legal, political, or social context.
  • B. typeOfLegislation
    Indicates the specific category or kind of legislation that a given legal act or measure belongs to.
  • C. relatedLegislation chosen
    Indicates that there exists a legislative document that is connected to, affects, or is otherwise relevant to the subject entity.
  • D. legislatureAffected
    Indicates that an action, event, or measure has an impact on a legislative body or its functioning.
  • E. legislatedUnder
    Indicates that a law, regulation, or policy was created, enacted, or established according to the authority, framework, or provisions of a specific higher-level law or legal regime.
  • F. None of above.

Provenance (6 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd426e2d4819081a07920b4d2a1cc completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83bee4908190b5e446ddbf4e8889 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af8434f61c81909bffb3f06acb733b completed March 10, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69af84b260b881909bbd3d2825f9dea7 completed March 10, 2026, 2:40 a.m.
PD Predicate disambiguation batch_69abd0d344988190a18dd93b13e002e6 completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:49 p.m.