Triple

T16690676
Position Surface form Disambiguated ID Type / Status
Subject Mexicali border crossing E405584 entity
Predicate roadConnection P385 FINISHED
Object Mexican Federal Highway 5
Mexican Federal Highway 5 is a major north–south roadway in Baja California that connects the U.S.–Mexico border at Mexicali with coastal and desert communities along the Gulf of California.
 E1229048 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: Mexican Federal Highway 5 | Statement: [Mexicali border crossing, roadConnection, Mexican Federal Highway 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 5
Context triple: [Mexicali border crossing, roadConnection, Mexican Federal Highway 5]
  • A. Mexican Federal Highway 55
    Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
  • B. Mexican Federal Highway 51
    Mexican Federal Highway 51 is a major north–south federal roadway in Mexico that links several central and western states, connecting important cities and regional economic centers.
  • C. Mexican Federal Highway 57
    Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
  • D. Mexican Federal Highway 54
    Mexican Federal Highway 54 is a major north–south roadway in Mexico that links several states in the western and central regions, serving as an important route for regional and long-distance travel.
  • E. Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
  • 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: Mexican Federal Highway 5
Triple: [Mexicali border crossing, roadConnection, Mexican Federal Highway 5]
Generated description
Mexican Federal Highway 5 is a major north–south roadway in Baja California that connects the U.S.–Mexico border at Mexicali with coastal and desert communities along the Gulf of California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 5
Target entity description: Mexican Federal Highway 5 is a major north–south roadway in Baja California that connects the U.S.–Mexico border at Mexicali with coastal and desert communities along the Gulf of California.
  • A. Mexican Federal Highway 55
    Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
  • B. Mexican Federal Highway 51
    Mexican Federal Highway 51 is a major north–south federal roadway in Mexico that links several central and western states, connecting important cities and regional economic centers.
  • C. Mexican Federal Highway 57
    Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
  • D. Mexican Federal Highway 54
    Mexican Federal Highway 54 is a major north–south roadway in Mexico that links several states in the western and central regions, serving as an important route for regional and long-distance travel.
  • E. Mexican Federal Highway 15
    Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ea8cabc8190ba321503399960da completed April 18, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091984dcc8190b0b20d2e57bc3a11 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a0092244d788190b24f56f0b166dc20 completed May 10, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_6a00929d803881908d0bb6c566cd112a completed May 10, 2026, 2:13 p.m.
Created at: April 10, 2026, 5:19 a.m.