Triple

T16945736
Position Surface form Disambiguated ID Type / Status
Subject Public Law 94-163 E411062 entity
Predicate appliesTo P1129 FINISHED
Object United States motor vehicle manufacturers
United States motor vehicle manufacturers are companies based in the U.S. that design, produce, and sell automobiles, trucks, and other motor vehicles for domestic and international markets.
 E1242116 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: United States motor vehicle manufacturers | Statement: [Public Law 94-163, appliesTo, United States motor vehicle manufacturers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States motor vehicle manufacturers
Context triple: [Public Law 94-163, appliesTo, United States motor vehicle manufacturers]
  • A. United States automotive market
    The United States automotive market is one of the world’s largest and most influential car and truck markets, shaping global vehicle design, production, and consumer trends.
  • B. Motor Vehicle Manufacturers Association of the United States, Inc.
    The Motor Vehicle Manufacturers Association of the United States, Inc. was a trade association representing major American automobile manufacturers in industry and regulatory matters.
  • C. Toyota Motor Manufacturing West Virginia
    Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
  • D. American Auto
    American Auto is a workplace comedy television series that satirizes corporate culture at a Detroit automobile company.
  • E. Toyota Motor Manufacturing Texas
    Toyota Motor Manufacturing Texas is an automobile assembly plant in San Antonio, Texas, that produces Toyota pickup trucks and SUVs for the North American market.
  • 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: United States motor vehicle manufacturers
Triple: [Public Law 94-163, appliesTo, United States motor vehicle manufacturers]
Generated description
United States motor vehicle manufacturers are companies based in the U.S. that design, produce, and sell automobiles, trucks, and other motor vehicles for domestic and international markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United States motor vehicle manufacturers
Target entity description: United States motor vehicle manufacturers are companies based in the U.S. that design, produce, and sell automobiles, trucks, and other motor vehicles for domestic and international markets.
  • A. United States automotive market
    The United States automotive market is one of the world’s largest and most influential car and truck markets, shaping global vehicle design, production, and consumer trends.
  • B. Motor Vehicle Manufacturers Association of the United States, Inc.
    The Motor Vehicle Manufacturers Association of the United States, Inc. was a trade association representing major American automobile manufacturers in industry and regulatory matters.
  • C. Toyota Motor Manufacturing West Virginia
    Toyota Motor Manufacturing West Virginia is a Toyota Group engine and transmission manufacturing plant located in Buffalo, West Virginia, supplying powertrain components for various Toyota and Lexus vehicles in North America.
  • D. American Auto
    American Auto is a workplace comedy television series that satirizes corporate culture at a Detroit automobile company.
  • E. Toyota Motor Manufacturing Texas
    Toyota Motor Manufacturing Texas is an automobile assembly plant in San Antonio, Texas, that produces Toyota pickup trucks and SUVs for the North American market.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb14b788190be5b7f9c00c3e7ea completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfeca4208190a3b9270869063d3d completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0b13f1c819091f3f8b966e36214 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1ad6b7081908be76d70ad9e2075 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:31 a.m.