Triple
T16216772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economy of Panama |
E393612
|
entity |
| Predicate | affectedBy |
P9
|
FINISHED |
| Object |
Panama Canal expansion
The Panama Canal expansion was a major infrastructure project completed in 2016 that added new, larger locks and increased capacity, significantly boosting global maritime trade and Panama’s strategic economic importance.
|
E1201375
|
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: Panama Canal expansion | Statement: [Economy of Panama, affectedBy, Panama Canal expansion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panama Canal expansion Context triple: [Economy of Panama, affectedBy, Panama Canal expansion]
-
A.
Panama Canal ancillary facilities
The Panama Canal ancillary facilities are the supporting infrastructure and services—such as ports, logistics centers, maintenance yards, and administrative complexes—that enable the efficient operation and management of the Panama Canal.
-
B.
Panama Canal
The Panama Canal is a man-made waterway in Panama that dramatically shortens maritime travel by allowing ships to pass between the Atlantic and Pacific Oceans through Central America.
-
C.
Pacific approach to the Panama Canal
The Pacific approach to the Panama Canal is the navigational waterway and surrounding maritime area on the Pacific Ocean side that guides ships to and from the canal’s locks near Panama City.
-
D.
Panama Canal railway system
The Panama Canal railway system is a historic transcontinental rail line in Panama that parallels the Panama Canal, providing vital freight and passenger transport between the Atlantic and Pacific Oceans.
-
E.
Panama Canal Atlantic entrance
The Panama Canal Atlantic entrance is the gateway on the Caribbean Sea side where ships begin or end their transit through the Panama Canal near Colón, Panama.
- 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: Panama Canal expansion Triple: [Economy of Panama, affectedBy, Panama Canal expansion]
Generated description
The Panama Canal expansion was a major infrastructure project completed in 2016 that added new, larger locks and increased capacity, significantly boosting global maritime trade and Panama’s strategic economic importance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panama Canal expansion Target entity description: The Panama Canal expansion was a major infrastructure project completed in 2016 that added new, larger locks and increased capacity, significantly boosting global maritime trade and Panama’s strategic economic importance.
-
A.
Panama Canal ancillary facilities
The Panama Canal ancillary facilities are the supporting infrastructure and services—such as ports, logistics centers, maintenance yards, and administrative complexes—that enable the efficient operation and management of the Panama Canal.
-
B.
Panama Canal
The Panama Canal is a man-made waterway in Panama that dramatically shortens maritime travel by allowing ships to pass between the Atlantic and Pacific Oceans through Central America.
-
C.
Pacific approach to the Panama Canal
The Pacific approach to the Panama Canal is the navigational waterway and surrounding maritime area on the Pacific Ocean side that guides ships to and from the canal’s locks near Panama City.
-
D.
Panama Canal railway system
The Panama Canal railway system is a historic transcontinental rail line in Panama that parallels the Panama Canal, providing vital freight and passenger transport between the Atlantic and Pacific Oceans.
-
E.
Panama Canal Atlantic entrance
The Panama Canal Atlantic entrance is the gateway on the Caribbean Sea side where ships begin or end their transit through the Panama Canal near Colón, Panama.
- 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_69d87f1f5bd08190bd01cac0d5b9d2ef |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e227f660708190b6581ecfe218a15c |
completed | April 17, 2026, 12:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000796bc5c81909d2acb68851c9bb8 |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a000a37eacc8190843d35065b51ea36 |
completed | May 10, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a000aaedb5c8190858536fc8285648a |
completed | May 10, 2026, 4:33 a.m. |
Created at: April 10, 2026, 5:03 a.m.