Triple

T1350607
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 15 E28871 entity
Predicate hasJunctionWith P1018 FINISHED
Object Mexican Federal Highway 40 in Mazatlán
Mexican Federal Highway 40 in Mazatlán is a major east–west route in northwestern Mexico that connects the coastal city of Mazatlán with the interior of the country, including the city of Durango, across the Sierra Madre Occidental.
E154103 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 40 in Mazatlán | Statement: [Mexican Federal Highway 15, hasJunctionWith, Mexican Federal Highway 40 in Mazatlán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 40 in Mazatlán
Context triple: [Mexican Federal Highway 15, hasJunctionWith, Mexican Federal Highway 40 in Mazatlán]
  • A. Mexican Federal Highway 45
    Mexican Federal Highway 45 is a major north–south roadway in Mexico that forms part of the Inter-American Highway, connecting key cities in the central and northern regions of the country.
  • B. Mexican Federal Highway 190
    Mexican Federal Highway 190 is a major east–west roadway in southern Mexico that forms part of the Inter-American Highway, connecting central regions to the Guatemalan border.
  • C. Mexican Federal Highway 1
    Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
  • D. Mexican Federal Highway 95
    Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
  • E. Mexican Federal Highway 85D
    Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
  • 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 40 in Mazatlán
Triple: [Mexican Federal Highway 15, hasJunctionWith, Mexican Federal Highway 40 in Mazatlán]
Generated description
Mexican Federal Highway 40 in Mazatlán is a major east–west route in northwestern Mexico that connects the coastal city of Mazatlán with the interior of the country, including the city of Durango, across the Sierra Madre Occidental.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican Federal Highway 40 in Mazatlán
Target entity description: Mexican Federal Highway 40 in Mazatlán is a major east–west route in northwestern Mexico that connects the coastal city of Mazatlán with the interior of the country, including the city of Durango, across the Sierra Madre Occidental.
  • A. Mexican Federal Highway 45
    Mexican Federal Highway 45 is a major north–south roadway in Mexico that forms part of the Inter-American Highway, connecting key cities in the central and northern regions of the country.
  • B. Mexican Federal Highway 190
    Mexican Federal Highway 190 is a major east–west roadway in southern Mexico that forms part of the Inter-American Highway, connecting central regions to the Guatemalan border.
  • C. Mexican Federal Highway 1
    Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
  • D. Mexican Federal Highway 95
    Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
  • E. Mexican Federal Highway 85D
    Mexican Federal Highway 85D is a major toll expressway in northeastern Mexico that parallels Federal Highway 85 and facilitates high-speed travel between the U.S. border and key inland cities.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26981d081909ca3b8d8cdf7cf2e completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc63eef908190aef058396f63a5a4 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6dbd80881908d640ee204ce9a12 completed March 8, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69acc8199f508190a86c18ad9085d341 completed March 8, 2026, 12:51 a.m.
Created at: March 1, 2026, 7:56 p.m.