Triple

T7263609
Position Surface form Disambiguated ID Type / Status
Subject Public Law 102-575 E159715 entity
Predicate containsTitle P3254 FINISHED
Object Title XLI – Reclamation Reform Amendments
Title XLI – Reclamation Reform Amendments is a section of U.S. federal law that updated and reformed policies governing federal reclamation projects, particularly focusing on water use, land ownership, and irrigation program requirements.
E652461 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: Title XLI – Reclamation Reform Amendments | Statement: [Public Law 102-575, containsTitle, Title XLI – Reclamation Reform Amendments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title XLI – Reclamation Reform Amendments
Context triple: [Public Law 102-575, containsTitle, Title XLI – Reclamation Reform Amendments]
  • A. Cooper–Church Amendment
    The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
  • B. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • C. Article XIV Constitutional Revision
    Article XIV Constitutional Revision is the section of the Illinois Constitution of 1970 that outlines the procedures and requirements for amending or revising the state constitution.
  • D. General Law Amendment Act, 1963
    The General Law Amendment Act, 1963 was a key apartheid-era South African law notorious for its harsh security provisions, including the "Sobukwe Clause" that allowed the state to detain political opponents like Robert Sobukwe without trial.
  • E. Reforma 222
    Reforma 222 is a prominent mixed-use skyscraper complex on Paseo de la Reforma in Mexico City, known for its modern architecture, offices, and shopping center.
  • 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: Title XLI – Reclamation Reform Amendments
Triple: [Public Law 102-575, containsTitle, Title XLI – Reclamation Reform Amendments]
Generated description
Title XLI – Reclamation Reform Amendments is a section of U.S. federal law that updated and reformed policies governing federal reclamation projects, particularly focusing on water use, land ownership, and irrigation program requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title XLI – Reclamation Reform Amendments
Target entity description: Title XLI – Reclamation Reform Amendments is a section of U.S. federal law that updated and reformed policies governing federal reclamation projects, particularly focusing on water use, land ownership, and irrigation program requirements.
  • A. Cooper–Church Amendment
    The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
  • B. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • C. Article XIV Constitutional Revision
    Article XIV Constitutional Revision is the section of the Illinois Constitution of 1970 that outlines the procedures and requirements for amending or revising the state constitution.
  • D. General Law Amendment Act, 1963
    The General Law Amendment Act, 1963 was a key apartheid-era South African law notorious for its harsh security provisions, including the "Sobukwe Clause" that allowed the state to detain political opponents like Robert Sobukwe without trial.
  • E. Reforma 222
    Reforma 222 is a prominent mixed-use skyscraper complex on Paseo de la Reforma in Mexico City, known for its modern architecture, offices, and shopping center.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eac9fab88190881ab9e1cd94cdc1 completed March 27, 2026, 8:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3c7754481908ff7cc0fc6419599 completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d5c7c3a48190b8d1b5e351ebfbd5 completed March 28, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69c7d639f7f08190a360bd2899e6fef8 completed March 28, 2026, 1:23 p.m.
Created at: March 27, 2026, 2:57 p.m.