Triple
T21977778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Choluteca Department |
E542753
|
entity |
| Predicate | hasHotspot |
P48172
|
FINISHED |
| Object | Pan-American Highway corridor |
—
|
NE NERFINISHED |
How this triple was built (3 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: Pan-American Highway corridor | Statement: [Choluteca Department, hasHotspot, Pan-American Highway corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pan-American Highway corridor Context triple: [Choluteca Department, hasHotspot, Pan-American Highway corridor]
-
A.
Pan-American Highway
chosen
The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
-
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.
Panamericana Norte
Panamericana Norte is a major segment of the Pan-American Highway in Peru that runs northward along the country’s coast, linking Lima with numerous northern cities and regions.
-
D.
Interoceanic Highway
The Interoceanic Highway is a major transcontinental road network linking the Pacific coast of Peru with Brazil’s Atlantic highway system, facilitating trade and travel across the Amazon basin.
-
E.
Mexican Federal Highway
Mexican Federal Highway is the nationwide network of numbered federal roads in Mexico that connects major cities, regions, and borders across the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHotspot Context triple: [Choluteca Department, hasHotspot, Pan-American Highway corridor]
-
A.
isHotspotTrackOf
Indicates that one entity is a hotspot track that corresponds to, or is derived from, another entity.
-
B.
hotspot
chosen
Indicates that a location or entity is a focal point of intense activity, interest, or occurrence relative to others.
-
C.
hotspotType
Indicates the specific category or kind of hotspot associated with an entity or location.
-
D.
isHot
Indicates that an entity has a high temperature or is perceived as very warm.
-
E.
hasHotSpring
Indicates that one entity possesses, contains, or is associated with a hot spring.
- F. None of above.
Provenance (3 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_69e0c48070988190909db97667b9a0ac |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1248a60708190a9aa8b9b7738c261 |
completed | April 28, 2026, 9:20 p.m. |
| PD | Predicate disambiguation | batch_69e6f6154e408190acc5b2c278acaff4 |
completed | April 21, 2026, 3:59 a.m. |
Created at: April 16, 2026, 8:03 p.m.