Triple

T5342000
Position Surface form Disambiguated ID Type / Status
Subject Ula-class submarine E123964 entity
Predicate firstUnitCommissioned P34263 FINISHED
Object KNM Ula
KNM Ula is a Royal Norwegian Navy diesel-electric attack submarine that serves as the lead boat of Norway’s modern Ula-class fleet.
E512480 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: KNM Ula | Statement: [Ula-class submarine, firstUnitCommissioned, KNM Ula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KNM Ula
Context triple: [Ula-class submarine, firstUnitCommissioned, KNM Ula]
  • A. Turkana Boy fossil
    The Turkana Boy fossil is an exceptionally well-preserved nearly complete skeleton of a Homo erectus (or Homo ergaster) youth from about 1.6 million years ago that has provided crucial insights into early human growth and anatomy.
  • B. Naledi
    Naledi is a residential township neighborhood within Soweto, a large urban area southwest of Johannesburg, South Africa.
  • C. Australopithecus africanus
    Australopithecus africanus is an early hominin species from southern Africa, dating to about 3–2 million years ago, that exhibits a mix of ape-like and human-like traits and is important for understanding human evolution.
  • D. Paranthropus robustus
    Paranthropus robustus is an extinct robust australopithecine hominin species from southern Africa, characterized by a heavy jaw, large teeth, and adaptations for powerful chewing.
  • E. Dmanisi
    Dmanisi is an archaeological site and town in southern Georgia renowned for yielding some of the earliest known hominin fossils outside Africa.
  • 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: KNM Ula
Triple: [Ula-class submarine, firstUnitCommissioned, KNM Ula]
Generated description
KNM Ula is a Royal Norwegian Navy diesel-electric attack submarine that serves as the lead boat of Norway’s modern Ula-class fleet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KNM Ula
Target entity description: KNM Ula is a Royal Norwegian Navy diesel-electric attack submarine that serves as the lead boat of Norway’s modern Ula-class fleet.
  • A. Turkana Boy fossil
    The Turkana Boy fossil is an exceptionally well-preserved nearly complete skeleton of a Homo erectus (or Homo ergaster) youth from about 1.6 million years ago that has provided crucial insights into early human growth and anatomy.
  • B. Naledi
    Naledi is a residential township neighborhood within Soweto, a large urban area southwest of Johannesburg, South Africa.
  • C. Australopithecus africanus
    Australopithecus africanus is an early hominin species from southern Africa, dating to about 3–2 million years ago, that exhibits a mix of ape-like and human-like traits and is important for understanding human evolution.
  • D. Paranthropus robustus
    Paranthropus robustus is an extinct robust australopithecine hominin species from southern Africa, characterized by a heavy jaw, large teeth, and adaptations for powerful chewing.
  • E. Dmanisi
    Dmanisi is an archaeological site and town in southern Georgia renowned for yielding some of the earliest known hominin fossils outside Africa.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstUnitCommissioned
Context triple: [Ula-class submarine, firstUnitCommissioned, KNM Ula]
  • A. commissionedInService
    Indicates that an entity was formally brought into active service or duty within a particular organization, role, or context.
  • B. shipCommissionedAs
    Indicates that a ship entered active service under a specific name or designation at the time of its commissioning.
  • C. firstGeneratorCommissioned
    Indicates that the first generator in a system or facility has been officially put into operation or brought online.
  • D. firstShip chosen
    Indicates that the subject is the earliest or initial ship associated with, created by, or used in relation to the object.
  • E. firstCombatUseDate
    Indicates the date on which something (typically a weapon, system, or tactic) was first used in actual combat.
  • F. None of above.

Provenance (6 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85e86edc81908d87933db6489f91 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18cc387c8190a9fe430fe5bb38ce completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf1a5440d8819094a6da0282408b7b completed March 21, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bf1abe1ea88190b681eb18bfa361d7 completed March 21, 2026, 10:25 p.m.
PD Predicate disambiguation batch_69bd845a62b081909782863865b257a9 completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 2 p.m.