Triple

T2160479
Position Surface form Disambiguated ID Type / Status
Subject Isuzu E47989 entity
Predicate hasModel P2390 FINISHED
Object Isuzu F-Series
The Isuzu F-Series is a line of medium-duty commercial trucks produced by Japanese manufacturer Isuzu, commonly used for freight, delivery, and vocational applications worldwide.
 E47989 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: Isuzu F-Series | Statement: [Isuzu, hasModel, Isuzu F-Series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isuzu F-Series
Context triple: [Isuzu, hasModel, Isuzu F-Series]
  • A. Isuzu
    Isuzu is a Japanese automotive manufacturer best known for producing commercial vehicles, pickup trucks, and diesel engines for global markets.
  • B. Isuzu D-Max
    The Isuzu D-Max is a popular mid-size pickup truck known for its durability, strong diesel engines, and widespread use in both commercial and personal applications worldwide.
  • C. Toyota Hilux
    The Toyota Hilux is a globally popular, highly durable pickup truck renowned for its reliability and off-road capability.
  • D. Isuzu Trooper
    The Isuzu Trooper is a mid-size, body-on-frame SUV produced by Japanese automaker Isuzu from the early 1980s to the early 2000s, known for its off-road capability and boxy, utilitarian design.
  • E. Toyota T100
    The Toyota T100 is a full-size pickup truck produced by Toyota in the 1990s that served as the brand’s early entry into the North American full-size truck market.
  • 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: Isuzu F-Series
Triple: [Isuzu, hasModel, Isuzu F-Series]
Generated description
The Isuzu F-Series is a line of medium-duty commercial trucks produced by Japanese manufacturer Isuzu, commonly used for freight, delivery, and vocational applications worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isuzu F-Series
Target entity description: The Isuzu F-Series is a line of medium-duty commercial trucks produced by Japanese manufacturer Isuzu, commonly used for freight, delivery, and vocational applications worldwide.
  • A. Isuzu chosen
    Isuzu is a Japanese automotive manufacturer best known for producing commercial vehicles, pickup trucks, and diesel engines for global markets.
  • B. Isuzu D-Max
    The Isuzu D-Max is a popular mid-size pickup truck known for its durability, strong diesel engines, and widespread use in both commercial and personal applications worldwide.
  • C. Toyota Hilux
    The Toyota Hilux is a globally popular, highly durable pickup truck renowned for its reliability and off-road capability.
  • D. Isuzu Trooper
    The Isuzu Trooper is a mid-size, body-on-frame SUV produced by Japanese automaker Isuzu from the early 1980s to the early 2000s, known for its off-road capability and boxy, utilitarian design.
  • E. Toyota T100
    The Toyota T100 is a full-size pickup truck produced by Toyota in the 1990s that served as the brand’s early entry into the North American full-size truck market.
  • F. None of above.

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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe8894d481908eda9363fd36fea6 completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d98286c8190a6890e2c7daa10b5 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea4edcc81908829e4bd64ce0aea completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.