Triple

T5881003
Position Surface form Disambiguated ID Type / Status
Subject Plant Protection Act E130747 entity
Predicate replaced P101 FINISHED
Object Federal Noxious Weed Act of 1974
The Federal Noxious Weed Act of 1974 was a U.S. law that established a federal program to control the introduction and spread of harmful invasive plant species.
E552774 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: Federal Noxious Weed Act of 1974 | Statement: [Plant Protection Act, replaced, Federal Noxious Weed Act of 1974]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Noxious Weed Act of 1974
Context triple: [Plant Protection Act, replaced, Federal Noxious Weed Act of 1974]
  • A. Plant Protection Act
    The Plant Protection Act is a U.S. federal law that provides the primary legal framework for preventing, detecting, and controlling the introduction and spread of plant pests and noxious weeds to protect agriculture and the environment.
  • B. Federal Insecticide, Fungicide, and Rodenticide Act
    The Federal Insecticide, Fungicide, and Rodenticide Act is a U.S. law that regulates the registration, distribution, sale, and use of pesticides to protect human health and the environment.
  • C. 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.
  • D. Lacey Act
    The Lacey Act is a landmark U.S. conservation law that combats wildlife trafficking by prohibiting the trade of illegally taken, transported, or sold fish, wildlife, and plants.
  • E. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • 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: Federal Noxious Weed Act of 1974
Triple: [Plant Protection Act, replaced, Federal Noxious Weed Act of 1974]
Generated description
The Federal Noxious Weed Act of 1974 was a U.S. law that established a federal program to control the introduction and spread of harmful invasive plant species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Noxious Weed Act of 1974
Target entity description: The Federal Noxious Weed Act of 1974 was a U.S. law that established a federal program to control the introduction and spread of harmful invasive plant species.
  • A. Plant Protection Act
    The Plant Protection Act is a U.S. federal law that provides the primary legal framework for preventing, detecting, and controlling the introduction and spread of plant pests and noxious weeds to protect agriculture and the environment.
  • B. Federal Insecticide, Fungicide, and Rodenticide Act
    The Federal Insecticide, Fungicide, and Rodenticide Act is a U.S. law that regulates the registration, distribution, sale, and use of pesticides to protect human health and the environment.
  • C. 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.
  • D. Lacey Act
    The Lacey Act is a landmark U.S. conservation law that combats wildlife trafficking by prohibiting the trade of illegally taken, transported, or sold fish, wildlife, and plants.
  • E. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03635a41c819086f9a5df242777f2 completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12d9e348190b4baf171ce448d5b completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b20828948190b0459089cb6038d6 completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b286537481908741b9e0a368f94f completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:57 p.m.