Triple

T16781610
Position Surface form Disambiguated ID Type / Status
Subject Global Combat Ship E407869 entity
Predicate navalClassNameInRoyalAustralianNavy P124614 FINISHED
Object Hunter-class frigate
The Hunter-class frigate is a planned class of advanced anti-submarine warfare warships being built for the Royal Australian Navy based on the British Type 26 Global Combat Ship design.
E1234551 NE FINISHED

How this triple was built (5 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: Hunter-class frigate | Statement: [Global Combat Ship, navalClassNameInRoyalAustralianNavy, Hunter-class frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hunter-class frigate
Context triple: [Global Combat Ship, navalClassNameInRoyalAustralianNavy, Hunter-class frigate]
  • A. 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.
  • B. Saam‑class frigate
    The Saam-class frigate was a British-built class of guided-missile frigates designed in the 1960s for Iran, notable for its advanced weaponry and service in the Imperial Iranian Navy.
  • C. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • D. Guerriere-class frigate
    The Guerriere-class frigate was a class of early 19th-century United States Navy sailing frigates designed for blue-water operations and armed with a heavy battery of guns for ship-to-ship combat.
  • E. Philadelphia-class frigate
    The Philadelphia-class frigate was a class of late-18th-century United States Navy sailing warships designed for speed and maneuverability in coastal and blue-water operations.
  • 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: Hunter-class frigate
Triple: [Global Combat Ship, navalClassNameInRoyalAustralianNavy, Hunter-class frigate]
Generated description
The Hunter-class frigate is a planned class of advanced anti-submarine warfare warships being built for the Royal Australian Navy based on the British Type 26 Global Combat Ship design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hunter-class frigate
Target entity description: The Hunter-class frigate is a planned class of advanced anti-submarine warfare warships being built for the Royal Australian Navy based on the British Type 26 Global Combat Ship design.
  • A. 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.
  • B. Saam‑class frigate
    The Saam-class frigate was a British-built class of guided-missile frigates designed in the 1960s for Iran, notable for its advanced weaponry and service in the Imperial Iranian Navy.
  • C. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • D. Guerriere-class frigate
    The Guerriere-class frigate was a class of early 19th-century United States Navy sailing frigates designed for blue-water operations and armed with a heavy battery of guns for ship-to-ship combat.
  • E. Philadelphia-class frigate
    The Philadelphia-class frigate was a class of late-18th-century United States Navy sailing warships designed for speed and maneuverability in coastal and blue-water operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: navalClassNameInRoyalAustralianNavy
Context triple: [Global Combat Ship, navalClassNameInRoyalAustralianNavy, Hunter-class frigate]
  • A. RoyalNavyDesignation
    Indicates that an entity has been assigned an official designation or identifier by the Royal Navy.
  • B. NavyRegistry
    Indicates a formal registration or listing of an entity within an official navy or naval organization.
  • C. navalClassGeneration
    Indicates that one naval class belongs to a particular generational sequence or iteration relative to another naval class.
  • D. navalStandardType
    Indicates the specific naval standard or classification system under which an entity (such as a vessel, equipment, or procedure) is defined or regulated.
  • E. navalRating
    Indicates the assessed level of naval strength, capability, or performance attributed to an entity.
  • F. None of above. chosen

Provenance (7 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b216726881908ddc9cdc772cd5e4 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b287a96c8190a16d7c76d05be106 completed May 10, 2026, 4:29 p.m.
NEDg Description generation batch_6a00b3dd883081908d97dc81c4891145 completed May 10, 2026, 4:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00b46ab0608190bc59abb99842e6d4 completed May 10, 2026, 4:38 p.m.
PD Predicate disambiguation batch_69e319cf691c819083e39225f5777ef0 completed April 18, 2026, 5:42 a.m.
PDg Predicate description generation batch_69e326bac94481908c082117553320f8 completed April 18, 2026, 6:37 a.m.
Created at: April 10, 2026, 5:22 a.m.