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.