Triple

T16067797
Position Surface form Disambiguated ID Type / Status
Subject Toyota Motor Manufacturing Indonesia E389775 entity
Predicate notableModelProduced P1448 FINISHED
Object Toyota Avanza
The Toyota Avanza is a popular compact multi-purpose vehicle (MPV) widely used as a family and commercial car in many emerging markets, especially in Southeast Asia.
E1193314 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: Toyota Avanza | Statement: [Toyota Motor Manufacturing Indonesia, notableModelProduced, Toyota Avanza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toyota Avanza
Context triple: [Toyota Motor Manufacturing Indonesia, notableModelProduced, Toyota Avanza]
  • A. Toyota Innova
    The Toyota Innova is a popular multi-purpose vehicle (MPV) designed primarily for family and utility use, known for its spacious interior, durability, and strong presence in markets across Asia and other emerging regions.
  • B. Suzuki Vitara
    The Suzuki Vitara is a compact crossover SUV known for its practicality, affordability, and light off-road capability, produced by the Japanese automaker Suzuki.
  • C. Toyota Venza
    The Toyota Venza is a mid-size crossover SUV known for its car-like ride, spacious interior, and focus on comfort and practicality.
  • D. Toyota Fortuner
    The Toyota Fortuner is a mid-size SUV built on a rugged pickup-truck platform, known for its durability, off-road capability, and popularity in markets across Asia, Africa, and Latin America.
  • E. Toyota Avensis
    The Toyota Avensis is a mid-size family car produced by Toyota primarily for the European market, known for its reliability, practicality, and conservative styling.
  • 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: Toyota Avanza
Triple: [Toyota Motor Manufacturing Indonesia, notableModelProduced, Toyota Avanza]
Generated description
The Toyota Avanza is a popular compact multi-purpose vehicle (MPV) widely used as a family and commercial car in many emerging markets, especially in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toyota Avanza
Target entity description: The Toyota Avanza is a popular compact multi-purpose vehicle (MPV) widely used as a family and commercial car in many emerging markets, especially in Southeast Asia.
  • A. Toyota Innova
    The Toyota Innova is a popular multi-purpose vehicle (MPV) designed primarily for family and utility use, known for its spacious interior, durability, and strong presence in markets across Asia and other emerging regions.
  • B. Suzuki Vitara
    The Suzuki Vitara is a compact crossover SUV known for its practicality, affordability, and light off-road capability, produced by the Japanese automaker Suzuki.
  • C. Toyota Venza
    The Toyota Venza is a mid-size crossover SUV known for its car-like ride, spacious interior, and focus on comfort and practicality.
  • D. Toyota Fortuner
    The Toyota Fortuner is a mid-size SUV built on a rugged pickup-truck platform, known for its durability, off-road capability, and popularity in markets across Asia, Africa, and Latin America.
  • E. Toyota Avensis
    The Toyota Avensis is a mid-size family car produced by Toyota primarily for the European market, known for its reliability, practicality, and conservative styling.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183baf29481908e5c66879e125363 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe480d59c8190962ac596a872b5e0 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe6ee34788190942ef1d3bb805f78 completed May 10, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69ffe7d127848190bbd79a8b94a49f93 completed May 10, 2026, 2:05 a.m.
Created at: April 10, 2026, 4:57 a.m.