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.