Triple

T12220806
Position Surface form Disambiguated ID Type / Status
Subject north coast of Puerto Rico E291208 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object PR-22 highway corridor
The PR-22 highway corridor is a major toll expressway running along Puerto Rico’s northern coast, connecting the San Juan metropolitan area with key western municipalities and serving as a primary route for regional commerce and travel.
E969581 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: PR-22 highway corridor | Statement: [north coast of Puerto Rico, hasTransportInfrastructure, PR-22 highway corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PR-22 highway corridor
Context triple: [north coast of Puerto Rico, hasTransportInfrastructure, PR-22 highway corridor]
  • A. PR-1 highway
    PR-1 highway is a major Puerto Rican roadway that connects the capital city of San Juan with the southern city of Ponce, serving as an important north–south transportation corridor on the island.
  • B. Highway 92 corridor
    The Highway 92 corridor is a major east–west transportation route on the San Francisco Peninsula that connects communities like Belmont to the San Mateo–Hayward Bridge and the broader Bay Area freeway network.
  • C. R21 highway
    The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
  • D. M-85 corridor
    The M-85 corridor is a major transportation route in the Detroit–Windsor region that integrates key crossings and roadways to facilitate cross-border traffic and regional connectivity.
  • E. RS-287 highway
    RS-287 highway is a major state road in Rio Grande do Sul, Brazil, that serves as an important transportation corridor linking cities such as Santa Cruz do Sul to other regional centers.
  • 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: PR-22 highway corridor
Triple: [north coast of Puerto Rico, hasTransportInfrastructure, PR-22 highway corridor]
Generated description
The PR-22 highway corridor is a major toll expressway running along Puerto Rico’s northern coast, connecting the San Juan metropolitan area with key western municipalities and serving as a primary route for regional commerce and travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PR-22 highway corridor
Target entity description: The PR-22 highway corridor is a major toll expressway running along Puerto Rico’s northern coast, connecting the San Juan metropolitan area with key western municipalities and serving as a primary route for regional commerce and travel.
  • A. PR-1 highway
    PR-1 highway is a major Puerto Rican roadway that connects the capital city of San Juan with the southern city of Ponce, serving as an important north–south transportation corridor on the island.
  • B. Highway 92 corridor
    The Highway 92 corridor is a major east–west transportation route on the San Francisco Peninsula that connects communities like Belmont to the San Mateo–Hayward Bridge and the broader Bay Area freeway network.
  • C. R21 highway
    The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
  • D. M-85 corridor
    The M-85 corridor is a major transportation route in the Detroit–Windsor region that integrates key crossings and roadways to facilitate cross-border traffic and regional connectivity.
  • E. RS-287 highway
    RS-287 highway is a major state road in Rio Grande do Sul, Brazil, that serves as an important transportation corridor linking cities such as Santa Cruz do Sul to other regional centers.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c961d648190ad6ce5f7d228eee4 completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa4f4388190a787dde12190c51a completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bdca250819090b4b4cc84d343f4 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60cd51d34819099927fee476958ea completed May 2, 2026, 2:40 p.m.
Created at: April 8, 2026, 9:51 p.m.