Triple

T5597644
Position Surface form Disambiguated ID Type / Status
Subject Federal Land Policy and Management Act E147036 entity
Predicate relatedTo P37 FINISHED
Object Taylor Grazing Act
The Taylor Grazing Act is a 1934 U.S. federal law that established a system to regulate and manage livestock grazing on public lands to prevent overgrazing and land degradation.
E530064 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: Taylor Grazing Act | Statement: [Federal Land Policy and Management Act, relatedTo, Taylor Grazing Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taylor Grazing Act
Context triple: [Federal Land Policy and Management Act, relatedTo, Taylor Grazing Act]
  • A. Homestead Act of 1862
    The Homestead Act of 1862 was a landmark U.S. law that encouraged westward expansion by granting settlers ownership of public land, typically 160 acres, if they lived on and improved it for a set period.
  • B. Multiple-Use Sustained-Yield Act of 1960
    The Multiple-Use Sustained-Yield Act of 1960 is a U.S. federal law that directs national forests to be managed for a balanced combination of uses—such as recreation, timber, watershed, wildlife, and range—on a sustainable basis.
  • C. 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.
  • D. Smith–Lever Act of 1914
    The Smith–Lever Act of 1914 is a U.S. federal law that established the Cooperative Extension Service to provide agricultural education and outreach from land-grant universities to rural communities.
  • E. Cullom Act
    The Cullom Act was a late 19th-century U.S. federal law associated with Senator Shelby M. Cullom, best known for addressing issues of interstate commerce regulation.
  • 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: Taylor Grazing Act
Triple: [Federal Land Policy and Management Act, relatedTo, Taylor Grazing Act]
Generated description
The Taylor Grazing Act is a 1934 U.S. federal law that established a system to regulate and manage livestock grazing on public lands to prevent overgrazing and land degradation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taylor Grazing Act
Target entity description: The Taylor Grazing Act is a 1934 U.S. federal law that established a system to regulate and manage livestock grazing on public lands to prevent overgrazing and land degradation.
  • A. Homestead Act of 1862
    The Homestead Act of 1862 was a landmark U.S. law that encouraged westward expansion by granting settlers ownership of public land, typically 160 acres, if they lived on and improved it for a set period.
  • B. Multiple-Use Sustained-Yield Act of 1960
    The Multiple-Use Sustained-Yield Act of 1960 is a U.S. federal law that directs national forests to be managed for a balanced combination of uses—such as recreation, timber, watershed, wildlife, and range—on a sustainable basis.
  • C. 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.
  • D. Smith–Lever Act of 1914
    The Smith–Lever Act of 1914 is a U.S. federal law that established the Cooperative Extension Service to provide agricultural education and outreach from land-grant universities to rural communities.
  • E. Cullom Act
    The Cullom Act was a late 19th-century U.S. federal law associated with Senator Shelby M. Cullom, best known for addressing issues of interstate commerce regulation.
  • 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_69c009043d648190a7af89698ccf1e3e completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020c126088190914ef7b575d800e4 completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0286eaa2881909cbb0bb20f4987fe completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c037fd7be48190b7baf9fb5ffb7b8c completed March 22, 2026, 6:42 p.m.
NED2 Entity disambiguation (via description) batch_69c03899a0788190b41c048e864ce70c completed March 22, 2026, 6:44 p.m.
Created at: March 22, 2026, 3:38 p.m.