Triple
T16390437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Industries Corporation |
E398035
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Automobile Division
Automobile Division is the segment of Toyota Industries Corporation responsible for developing and manufacturing automotive-related products and components.
|
E1209955
|
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: Automobile Division | Statement: [Toyota Industries Corporation, hasDivision, Automobile Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automobile Division Context triple: [Toyota Industries Corporation, hasDivision, Automobile Division]
-
A.
Automobile Division
The Automobile Division is a specialist branch of the Institution of Mechanical Engineers focused on advancing automotive engineering and technology.
-
B.
Motor Vehicle Division
The Motor Vehicle Division is a governmental unit in Guam responsible for vehicle registration, driver licensing, and related motor vehicle regulatory services.
-
C.
Fisher Body
Fisher Body was a major American automobile body manufacturer that became a key division of General Motors and played a central role in early 20th-century auto industry labor history.
-
D.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
-
E.
Lincoln division of Ford Motor Company
The Lincoln division of Ford Motor Company is a luxury automobile brand known for producing premium sedans and SUVs positioned at the high end of Ford’s vehicle lineup.
- 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: Automobile Division Triple: [Toyota Industries Corporation, hasDivision, Automobile Division]
Generated description
Automobile Division is the segment of Toyota Industries Corporation responsible for developing and manufacturing automotive-related products and components.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Automobile Division Target entity description: Automobile Division is the segment of Toyota Industries Corporation responsible for developing and manufacturing automotive-related products and components.
-
A.
Automobile Division
The Automobile Division is a specialist branch of the Institution of Mechanical Engineers focused on advancing automotive engineering and technology.
-
B.
Motor Vehicle Division
The Motor Vehicle Division is a governmental unit in Guam responsible for vehicle registration, driver licensing, and related motor vehicle regulatory services.
-
C.
Fisher Body
Fisher Body was a major American automobile body manufacturer that became a key division of General Motors and played a central role in early 20th-century auto industry labor history.
-
D.
Engine & Machinery Division
The Engine & Machinery Division is a core business unit of Hyundai Heavy Industries that designs and manufactures large marine engines, industrial machinery, and related power systems.
-
E.
Lincoln division of Ford Motor Company
The Lincoln division of Ford Motor Company is a luxury automobile brand known for producing premium sedans and SUVs positioned at the high end of Ford’s vehicle lineup.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e326425c8081908cacffcfa8c7386b |
completed | April 18, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00357167b881909a5182537ef973ce |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a003659af2481908ccf0cc65b673b8f |
completed | May 10, 2026, 7:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0037957d7c81908b517ebea0b70a5b |
completed | May 10, 2026, 7:45 a.m. |
Created at: April 10, 2026, 5:08 a.m.