Triple

T10543122
Position Surface form Disambiguated ID Type / Status
Subject Isuzu Elf E248744 entity
Predicate soldBy P7792 FINISHED
Object Isuzu Commercial Truck of America
Isuzu Commercial Truck of America is the U.S.-based distributor and marketer of Isuzu’s commercial vehicles, particularly light- and medium-duty trucks, for the North American market.
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 Commercial Truck of America | Statement: [Isuzu Elf, soldBy, Isuzu Commercial Truck of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isuzu Commercial Truck of America
Context triple: [Isuzu Elf, soldBy, Isuzu Commercial Truck of America]
  • A. Isuzu N-Series
    The Isuzu N-Series is a line of light-duty commercial trucks produced by Isuzu, widely used around the world for urban delivery and utility applications.
  • B. Isuzu
    Isuzu is a Japanese automotive manufacturer best known for producing commercial vehicles, pickup trucks, and diesel engines for global markets.
  • C. Isuzu Panther
    The Isuzu Panther is a multi-purpose vehicle (MPV) produced by Isuzu, popular in Southeast Asia for its durability, utility, and use as a family and commercial transport.
  • D. Isuzu MU-7
    The Isuzu MU-7 is a mid-size, body-on-frame SUV produced by Isuzu, primarily for Asian markets, known for its rugged construction and seven-seat configuration.
  • E. Hino
    Hino is a town in Shiga Prefecture, Japan, known for its historical streetscapes and traditional industries.
  • 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 Commercial Truck of America
Triple: [Isuzu Elf, soldBy, Isuzu Commercial Truck of America]
Generated description
Isuzu Commercial Truck of America is the U.S.-based distributor and marketer of Isuzu’s commercial vehicles, particularly light- and medium-duty trucks, for the North American market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isuzu Commercial Truck of America
Target entity description: Isuzu Commercial Truck of America is the U.S.-based distributor and marketer of Isuzu’s commercial vehicles, particularly light- and medium-duty trucks, for the North American market.
  • A. Isuzu N-Series
    The Isuzu N-Series is a line of light-duty commercial trucks produced by Isuzu, widely used around the world for urban delivery and utility applications.
  • B. Isuzu chosen
    Isuzu is a Japanese automotive manufacturer best known for producing commercial vehicles, pickup trucks, and diesel engines for global markets.
  • C. Isuzu Panther
    The Isuzu Panther is a multi-purpose vehicle (MPV) produced by Isuzu, popular in Southeast Asia for its durability, utility, and use as a family and commercial transport.
  • D. Isuzu MU-7
    The Isuzu MU-7 is a mid-size, body-on-frame SUV produced by Isuzu, primarily for Asian markets, known for its rugged construction and seven-seat configuration.
  • E. Hino
    Hino is a town in Shiga Prefecture, Japan, known for its historical streetscapes and traditional industries.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5190f46d08190a92b1191881ffb92 completed April 7, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d98832b97c8190a11246e087674e57 completed April 10, 2026, 11:30 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: April 6, 2026, 12:32 p.m.