Triple

T7442940
Position Surface form Disambiguated ID Type / Status
Subject Republic of Singapore Navy E171798 entity
Predicate hasShipType P11978 FINISHED
Object Victory-class corvette
The Victory-class corvette is a class of small, fast, and heavily armed missile corvettes that serve as key surface combatants in the Republic of Singapore Navy.
E667515 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: Victory-class corvette | Statement: [Republic of Singapore Navy, hasShipType, Victory-class corvette]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Victory-class corvette
Context triple: [Republic of Singapore Navy, hasShipType, Victory-class corvette]
  • A. Hobart-class destroyer
    The Hobart-class destroyer is a class of advanced air warfare destroyers built for Australia, equipped with the Aegis combat system to provide fleet area air defense and multi-mission capabilities.
  • B. Kamorta-class corvette
    The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
  • C. Formidable-class frigate
    The Formidable-class frigate is a class of stealth-capable, multi-role guided-missile warships designed for advanced air, surface, and underwater warfare operations.
  • D. HMAS Vampire
    HMAS Vampire was a Royal Australian Navy destroyer that saw extensive action during World War II, including escort duties, raids, and major naval engagements in the Mediterranean and Indian Ocean.
  • E. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • 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: Victory-class corvette
Triple: [Republic of Singapore Navy, hasShipType, Victory-class corvette]
Generated description
The Victory-class corvette is a class of small, fast, and heavily armed missile corvettes that serve as key surface combatants in the Republic of Singapore Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Victory-class corvette
Target entity description: The Victory-class corvette is a class of small, fast, and heavily armed missile corvettes that serve as key surface combatants in the Republic of Singapore Navy.
  • A. Hobart-class destroyer
    The Hobart-class destroyer is a class of advanced air warfare destroyers built for Australia, equipped with the Aegis combat system to provide fleet area air defense and multi-mission capabilities.
  • B. Kamorta-class corvette
    The Kamorta-class corvette is a class of Indian-built anti-submarine warfare stealth corvettes designed for coastal and blue-water operations.
  • C. Formidable-class frigate
    The Formidable-class frigate is a class of stealth-capable, multi-role guided-missile warships designed for advanced air, surface, and underwater warfare operations.
  • D. HMAS Vampire
    HMAS Vampire was a Royal Australian Navy destroyer that saw extensive action during World War II, including escort duties, raids, and major naval engagements in the Mediterranean and Indian Ocean.
  • E. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36d0fbc81908cb7cfe99f80de08 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8344d4c408190a72f8f7718957f21 completed March 28, 2026, 8:04 p.m.
NEDg Description generation batch_69c83551881c819091f720388a6599f8 completed March 28, 2026, 8:08 p.m.
NED2 Entity disambiguation (via description) batch_69c835ea13c88190b7423c6c7bdae983 completed March 28, 2026, 8:11 p.m.
Created at: March 27, 2026, 3:13 p.m.