Triple
T758965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Class V – Naval Science |
E16022
|
entity |
| Predicate | hasSubclass |
P1244
|
FINISHED |
| Object |
VE – Marines
VE – Marines is an academic course or subject area focused on the study of marine forces and operations within the broader field of naval science.
|
E90478
|
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: VE – Marines | Statement: [Class V – Naval Science, hasSubclass, VE – Marines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VE – Marines Context triple: [Class V – Naval Science, hasSubclass, VE – Marines]
-
A.
Marine Raiders
Marine Raiders were elite World War II-era United States Marine Corps special operations units known for their amphibious light-infantry raids in the Pacific Theater.
-
B.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
-
C.
Ejército de Tierra
Ejército de Tierra is the land warfare branch of Spain’s Armed Forces, responsible for ground military operations and national defense.
-
D.
Foreign Legion
The Foreign Legion is an elite military unit of the French Armed Forces composed of volunteer soldiers from around the world, renowned for its rigorous training, strict discipline, and deployment in demanding overseas operations.
-
E.
Army Day
Army Day is a Chinese national holiday observed on August 1st to commemorate the founding of the People's Liberation Army in 1927.
- 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: VE – Marines Triple: [Class V – Naval Science, hasSubclass, VE – Marines]
Generated description
VE – Marines is an academic course or subject area focused on the study of marine forces and operations within the broader field of naval science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: VE – Marines Target entity description: VE – Marines is an academic course or subject area focused on the study of marine forces and operations within the broader field of naval science.
-
A.
Marine Raiders
Marine Raiders were elite World War II-era United States Marine Corps special operations units known for their amphibious light-infantry raids in the Pacific Theater.
-
B.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
-
C.
Special Force
Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
-
D.
Ejército de Tierra
Ejército de Tierra is the land warfare branch of Spain’s Armed Forces, responsible for ground military operations and national defense.
-
E.
Foreign Legion
The Foreign Legion is an elite military unit of the French Armed Forces composed of volunteer soldiers from around the world, renowned for its rigorous training, strict discipline, and deployment in demanding overseas operations.
- 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_69a493684ee48190bd43b7c78da4aec8 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a67f9778819098d3c144dd26b976 |
completed | March 1, 2026, 8:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e44b9c88190a4481c28499860d7 |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a660a5d3308190ae7f1220704380eb |
completed | March 3, 2026, 4:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a661116e848190b6dde5b3f7570c71 |
completed | March 3, 2026, 4:18 a.m. |
Created at: March 1, 2026, 7:37 p.m.