Triple

T5242803
Position Surface form Disambiguated ID Type / Status
Subject Southeastern Arizona E118384 entity
Predicate contains P35 FINISHED
Object Nogales, Arizona
Nogales, Arizona is a U.S.–Mexico border city in southern Arizona known as a major port of entry and hub for international trade and cross-border culture.
 E525852 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: Nogales, Arizona | Statement: [Southeastern Arizona, contains, Nogales, Arizona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nogales, Arizona
Context triple: [Southeastern Arizona, contains, Nogales, Arizona]
  • A. Nogales, Sonora
    Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
  • B. Nogales
    Nogales is a Chilean municipality located in the Province of Quillota in the Valparaíso Region.
  • C. Nogales
    Nogales is a municipality and town in the state of Veracruz, Mexico, known for its mountainous terrain and role as part of the Orizaba metropolitan area.
  • D. La Paz, Arizona
    La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
  • E. Sierra Vista, Arizona
    Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
  • 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: Nogales, Arizona
Triple: [Southeastern Arizona, contains, Nogales, Arizona]
Generated description
Nogales, Arizona is a U.S.–Mexico border city in southern Arizona known as a major port of entry and hub for international trade and cross-border culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nogales, Arizona
Target entity description: Nogales, Arizona is a U.S.–Mexico border city in southern Arizona known as a major port of entry and hub for international trade and cross-border culture.
  • A. Nogales, Sonora
    Nogales, Sonora is a major Mexican border city in the state of Sonora, located directly across from Nogales, Arizona, and serving as an important commercial and transportation gateway between Mexico and the United States.
  • B. Nogales
    Nogales is a Chilean municipality located in the Province of Quillota in the Valparaíso Region.
  • C. Nogales
    Nogales is a municipality and town in the state of Veracruz, Mexico, known for its mountainous terrain and role as part of the Orizaba metropolitan area.
  • D. La Paz, Arizona
    La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
  • E. Sierra Vista, Arizona
    Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
  • 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_69bd4468aacc8190a8196f71855cdf4f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b4c6fa8819099442b1b110e51fb completed March 20, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf9f5885388190bf06b919425a81fe completed March 22, 2026, 7:50 a.m.
NEDg Description generation batch_69bf9fec1a18819098a918cb2d4ffcc2 completed March 22, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69bfa07c9c608190aa9b5f76cd24e97d completed March 22, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:49 p.m.