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.