Triple
T17114215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Nicaragua |
E415297
|
entity |
| Predicate | transportHub |
P726
|
FINISHED |
| Object | Pan-American Highway corridor through Rivas |
E83162
|
NE FINISHED |
How this triple was built (2 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 through Rivas | Statement: [Southwestern Nicaragua, transportHub, Pan-American Highway corridor through Rivas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pan-American Highway corridor through Rivas Context triple: [Southwestern Nicaragua, transportHub, Pan-American Highway corridor through Rivas]
-
A.
Pan-American Highway corridor in central Ecuador
The Pan-American Highway corridor in central Ecuador is a major north–south transportation route that links key Andean towns and cities, facilitating regional trade and travel across the country.
-
B.
Nicaraguan Highway CA-1
chosen
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.
-
C.
Trans-Panama Highway
The Trans-Panama Highway is a major roadway that spans the width of Panama, linking its coasts and integrating into the broader Pan-American Highway network.
-
D.
Pasto–Ipiales road corridor
The Pasto–Ipiales road corridor is a major highway link in southwestern Colombia that connects the city of Pasto with the border city of Ipiales, serving as a key route for regional and international trade and travel toward Ecuador.
-
E.
General Cañas Highway
The General Cañas Highway is a major urban expressway in Costa Rica that connects the capital San José with the city of Alajuela and the country’s main international airport.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d886d090cc8190a39cb94992586905 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3e803ff848190b884fd2c3cc0ee48 |
completed | April 18, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a013a0957c081908a1902aea2f02d2a |
completed | May 11, 2026, 2:08 a.m. |
Created at: April 10, 2026, 5:35 a.m.