Triple

T2997993
Position Surface form Disambiguated ID Type / Status
Subject Guatemalan Highway CA-1 E81116 entity
Predicate partOfNetwork P840 FINISHED
Object Central American highway network
The Central American highway network is a regional system of interconnected roads that links the countries of Central America, facilitating cross-border transportation, trade, and travel.
E16634 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: Central American highway network | Statement: [Guatemalan Highway CA-1, partOfNetwork, Central American highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central American highway network
Context triple: [Guatemalan Highway CA-1, partOfNetwork, Central American highway network]
  • A. Mexican Federal Highway network
    The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
  • B. Inter-American Highway
    The Inter-American Highway is a major network of roads in Central America that forms a key segment of the larger Pan-American Highway system, connecting the United States–Mexico border to Panama.
  • C. Guatemalan Highway CA-1
    Guatemalan Highway CA-1 is a major segment of the Pan-American/Inter-American Highway system that traverses Guatemala, connecting key cities and regions within the country and linking it to neighboring Central American nations.
  • D. Nicaraguan Highway CA-1
    Nicaraguan Highway CA-1 is the segment of the Pan-American/Inter-American Highway that runs through Nicaragua, forming part of the main north–south road corridor in Central America.
  • E. Pan-American Highway
    The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
  • 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: Central American highway network
Triple: [Guatemalan Highway CA-1, partOfNetwork, Central American highway network]
Generated description
The Central American highway network is a regional system of interconnected roads that links the countries of Central America, facilitating cross-border transportation, trade, and travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central American highway network
Target entity description: The Central American highway network is a regional system of interconnected roads that links the countries of Central America, facilitating cross-border transportation, trade, and travel.
  • A. Mexican Federal Highway network
    The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
  • B. Inter-American Highway chosen
    The Inter-American Highway is a major network of roads in Central America that forms a key segment of the larger Pan-American Highway system, connecting the United States–Mexico border to Panama.
  • C. Guatemalan Highway CA-1
    Guatemalan Highway CA-1 is a major segment of the Pan-American/Inter-American Highway system that traverses Guatemala, connecting key cities and regions within the country and linking it to neighboring Central American nations.
  • D. Nicaraguan Highway CA-1
    Nicaraguan Highway CA-1 is the segment of the Pan-American/Inter-American Highway that runs through Nicaragua, forming part of the main north–south road corridor in Central America.
  • E. Pan-American Highway
    The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
  • F. None of above.

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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f766408190a5591efce8346bb9 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dea057a48190a7911d8d6046dd3d completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1e6b8848481908871662d94f866c1 completed March 11, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69b1e6fee8148190b9f241aa52198432 completed March 11, 2026, 10:04 p.m.
Created at: March 8, 2026, 2:59 p.m.