Triple

T4014456
Position Surface form Disambiguated ID Type / Status
Subject Hyundai Motor Company E90721 entity
Predicate brand P1500 FINISHED
Object Ioniq
Ioniq is Hyundai's line of eco-friendly vehicles, originally launched as a dedicated hybrid and electric car range and later expanded into a standalone electric sub-brand.
E406811 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: Ioniq | Statement: [Hyundai Motor Company, brand, Ioniq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ioniq
Context triple: [Hyundai Motor Company, brand, Ioniq]
  • A. Maxus
    Maxus is a commercial vehicle brand known for producing vans, pickups, and light trucks, owned by the Chinese automotive giant SAIC Motor.
  • B. Saturn Aura
    The Saturn Aura is a mid-size sedan produced by General Motors under its Saturn brand from the mid-2000s, known for its European-influenced styling and value-oriented features.
  • C. Saturn Relay
    Saturn Relay was a mid-2000s General Motors–built minivan sold under the Saturn brand, sharing its platform with other GM vans before the company shifted to newer crossover models.
  • D. Niva
    Niva was a prominent Russian literary and illustrated weekly magazine of the late 19th and early 20th centuries, known for publishing fiction, poetry, and cultural commentary.
  • E. Citura
    Citura is the public transport operator responsible for managing Reims’ urban transit network, including its tramway system, in northeastern France.
  • 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: Ioniq
Triple: [Hyundai Motor Company, brand, Ioniq]
Generated description
Ioniq is Hyundai's line of eco-friendly vehicles, originally launched as a dedicated hybrid and electric car range and later expanded into a standalone electric sub-brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ioniq
Target entity description: Ioniq is Hyundai's line of eco-friendly vehicles, originally launched as a dedicated hybrid and electric car range and later expanded into a standalone electric sub-brand.
  • A. Maxus
    Maxus is a commercial vehicle brand known for producing vans, pickups, and light trucks, owned by the Chinese automotive giant SAIC Motor.
  • B. Saturn Aura
    The Saturn Aura is a mid-size sedan produced by General Motors under its Saturn brand from the mid-2000s, known for its European-influenced styling and value-oriented features.
  • C. Saturn Relay
    Saturn Relay was a mid-2000s General Motors–built minivan sold under the Saturn brand, sharing its platform with other GM vans before the company shifted to newer crossover models.
  • D. Niva
    Niva was a prominent Russian literary and illustrated weekly magazine of the late 19th and early 20th centuries, known for publishing fiction, poetry, and cultural commentary.
  • E. Citura
    Citura is the public transport operator responsible for managing Reims’ urban transit network, including its tramway system, in northeastern France.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa8ad6348190b71feaf8c18c90c2 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c73e6048190a59a8d8bc12c907d completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d1898d48190b717a17ad366918d completed March 14, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69b54deeeac881909cc951927e51111f completed March 14, 2026, noon
Created at: March 9, 2026, 3:35 p.m.