Triple

T998908
Position Surface form Disambiguated ID Type / Status
Subject Saab 9-4X E21557 entity
Predicate assemblyPlant P4859 FINISHED
Object GM Ramos Arizpe Assembly
GM Ramos Arizpe Assembly is a General Motors manufacturing plant in Ramos Arizpe, Mexico, known for producing various GM vehicles for global markets.
E118731 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 Assembly | Statement: [Saab 9-4X, assemblyPlant, GM Ramos Arizpe Assembly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GM Ramos Arizpe Assembly
Context triple: [Saab 9-4X, assemblyPlant, GM Ramos Arizpe Assembly]
  • A. Chamber of Deputies (Mexico)
    The Chamber of Deputies (Mexico) is the federal lower house of Mexico’s Congress, responsible for initiating revenue legislation, approving the budget, and overseeing the executive branch through its elected representatives.
  • B. Mexican Congress
    The Mexican Congress was the national legislative body of Mexico that governed and enacted laws for its territories, including Alta California, during the period of Mexican rule.
  • C. Senate of the Republic of Mexico
    The Senate of the Republic of Mexico is the upper chamber of Mexico’s bicameral federal Congress, responsible for functions such as ratifying international treaties and approving high-level governmental appointments.
  • D. La Mesa
    La Mesa is a municipality in the Cundinamarca Department of Colombia, known for its mild climate and agricultural production.
  • E. Government of Mexico
    The Government of Mexico is the federal authority of the United Mexican States, responsible for national governance, public policy, and international relations.
  • 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 Assembly
Triple: [Saab 9-4X, assemblyPlant, GM Ramos Arizpe Assembly]
Generated description
GM Ramos Arizpe Assembly is a General Motors manufacturing plant in Ramos Arizpe, Mexico, known for producing various GM vehicles for global markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GM Ramos Arizpe Assembly
Target entity description: GM Ramos Arizpe Assembly is a General Motors manufacturing plant in Ramos Arizpe, Mexico, known for producing various GM vehicles for global markets.
  • A. Chamber of Deputies (Mexico)
    The Chamber of Deputies (Mexico) is the federal lower house of Mexico’s Congress, responsible for initiating revenue legislation, approving the budget, and overseeing the executive branch through its elected representatives.
  • B. Mexican Congress
    The Mexican Congress was the national legislative body of Mexico that governed and enacted laws for its territories, including Alta California, during the period of Mexican rule.
  • C. Senate of the Republic of Mexico
    The Senate of the Republic of Mexico is the upper chamber of Mexico’s bicameral federal Congress, responsible for functions such as ratifying international treaties and approving high-level governmental appointments.
  • D. La Mesa
    La Mesa is a municipality in the Cundinamarca Department of Colombia, known for its mild climate and agricultural production.
  • E. Government of Mexico
    The Government of Mexico is the federal authority of the United Mexican States, responsible for national governance, public policy, and international relations.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4e2ad9c81908a0f488d3f261fc3 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a1aab68819091537958818fce48 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a9b66b48190a3c14c431fe41c1e completed March 7, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69ac2b18ea44819086cd9ead0d8e0d01 completed March 7, 2026, 1:41 p.m.
Created at: March 1, 2026, 7:41 p.m.