Triple

T5257283
Position Surface form Disambiguated ID Type / Status
Subject GM Ramos Arizpe Assembly E118731 entity
Predicate hasAbbreviation P43 FINISHED
Object GM Ramos Arizpe Plant
GM Ramos Arizpe Plant is a General Motors manufacturing complex in Ramos Arizpe, Mexico, known for producing vehicles and powertrains for global markets.
E507049 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: GM Ramos Arizpe Plant | Statement: [GM Ramos Arizpe Assembly, hasAbbreviation, GM Ramos Arizpe Plant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GM Ramos Arizpe Plant
Context triple: [GM Ramos Arizpe Assembly, hasAbbreviation, GM Ramos Arizpe Plant]
  • A. Fábrica La Aurora
    Fábrica La Aurora is a former textile mill in San Miguel de Allende that has been converted into a renowned art and design center housing galleries, studios, and shops.
  • B. Ensenada Honda
    Ensenada Honda is a large, well-sheltered natural harbor on the island of Culebra in Puerto Rico, known for its calm waters and scenic surroundings.
  • C. FEMSA
    FEMSA is a large Mexican multinational company best known for its beverage, retail, and logistics operations, including major stakes in Coca-Cola bottling and the OXXO convenience store chain.
  • D. Dos Amigos Pumping Plant
    Dos Amigos Pumping Plant is a major water pumping facility on California’s State Water Project that lifts and moves water along the California Aqueduct for agricultural and urban use.
  • E. Toyota Motor Manufacturing de Baja California
    Toyota Motor Manufacturing de Baja California is a Toyota Group automotive assembly plant in Baja California, Mexico, primarily known for producing pickup trucks and related components 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: GM Ramos Arizpe Plant
Triple: [GM Ramos Arizpe Assembly, hasAbbreviation, GM Ramos Arizpe Plant]
Generated description
GM Ramos Arizpe Plant is a General Motors manufacturing complex in Ramos Arizpe, Mexico, known for producing vehicles and powertrains for global markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GM Ramos Arizpe Plant
Target entity description: GM Ramos Arizpe Plant is a General Motors manufacturing complex in Ramos Arizpe, Mexico, known for producing vehicles and powertrains for global markets.
  • A. Fábrica La Aurora
    Fábrica La Aurora is a former textile mill in San Miguel de Allende that has been converted into a renowned art and design center housing galleries, studios, and shops.
  • B. Ensenada Honda
    Ensenada Honda is a large, well-sheltered natural harbor on the island of Culebra in Puerto Rico, known for its calm waters and scenic surroundings.
  • C. FEMSA
    FEMSA is a large Mexican multinational company best known for its beverage, retail, and logistics operations, including major stakes in Coca-Cola bottling and the OXXO convenience store chain.
  • D. Dos Amigos Pumping Plant
    Dos Amigos Pumping Plant is a major water pumping facility on California’s State Water Project that lifts and moves water along the California Aqueduct for agricultural and urban use.
  • E. Toyota Motor Manufacturing de Baja California
    Toyota Motor Manufacturing de Baja California is a Toyota Group automotive assembly plant in Baja California, Mexico, primarily known for producing pickup trucks and related components 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba64fe48190943e7d49f6e1449a completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe7ded18819094f86cfff458953c completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff0dda548190831d34282afa9b8e completed March 21, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69beff6890f4819088cb053bcdb4f8a1 completed March 21, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:50 p.m.