Triple

T6839196
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 80 in Guadalajara E157526 entity
Predicate connectsTo P845 FINISHED
Object 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.
 E649120 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 54 | Statement: [Mexican Federal Highway 80 in Guadalajara, connectsTo, Mexican Federal Highway 54]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 54
Context triple: [Mexican Federal Highway 80 in Guadalajara, connectsTo, Mexican Federal Highway 54]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport 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 54
Triple: [Mexican Federal Highway 80 in Guadalajara, connectsTo, Mexican Federal Highway 54]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexican Federal Highway 54
Target entity description: 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.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d67ee1c88190b82a9b6b3d1e3875 completed March 27, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bf6c62948190a8e8f0d8f259ba42 completed March 28, 2026, 11:45 a.m.
NEDg Description generation batch_69c7c0cb1bc0819096daae8ab2202f0b completed March 28, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1352f8881909c3a7d03a5f2a5b1 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:19 p.m.