Triple
T11214188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Frank Stevens |
E265389
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Panama Canal construction planning and organization
Panama Canal construction planning and organization refers to the large-scale engineering, logistical, and administrative efforts that structured how the Panama Canal was designed, coordinated, and built in the early 20th century.
|
E912129
|
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 construction planning and organization | Statement: [John Frank Stevens, notableWork, Panama Canal construction planning and organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panama Canal construction planning and organization Context triple: [John Frank Stevens, notableWork, Panama Canal construction planning and organization]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Organic Law of the Panama Canal Authority
The Organic Law of the Panama Canal Authority is the foundational legal framework that establishes, organizes, and governs the autonomous public entity responsible for managing and operating the Panama Canal.
-
E.
Defense of the Panama Canal
Defense of the Panama Canal refers to the World War II military operations and fortifications established by the United States to protect the strategically vital Panama Canal from enemy attack in the American Theater.
- 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 construction planning and organization Triple: [John Frank Stevens, notableWork, Panama Canal construction planning and organization]
Generated description
Panama Canal construction planning and organization refers to the large-scale engineering, logistical, and administrative efforts that structured how the Panama Canal was designed, coordinated, and built in the early 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panama Canal construction planning and organization Target entity description: Panama Canal construction planning and organization refers to the large-scale engineering, logistical, and administrative efforts that structured how the Panama Canal was designed, coordinated, and built in the early 20th century.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Organic Law of the Panama Canal Authority
The Organic Law of the Panama Canal Authority is the foundational legal framework that establishes, organizes, and governs the autonomous public entity responsible for managing and operating the Panama Canal.
-
E.
Defense of the Panama Canal
Defense of the Panama Canal refers to the World War II military operations and fortifications established by the United States to protect the strategically vital Panama Canal from enemy attack in the American Theater.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8d7f47c8190b78c640ff1a01943 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e497569efc8190b8e9cb6b1db3f94d |
completed | April 19, 2026, 8:50 a.m. |
| NEDg | Description generation | batch_69e49c0a92b08190ac5debb7d67ca776 |
completed | April 19, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49e8dc4ec81908d0defe77827d197 |
completed | April 19, 2026, 9:21 a.m. |
Created at: April 8, 2026, 9:30 p.m.