Triple
T3831594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GTS |
E91023
|
entity |
| Predicate | relatedBrand |
P10460
|
FINISHED |
| Object |
Holden Special Vehicles
Holden Special Vehicles is an Australian performance car manufacturer and tuning company known for producing high-powered, limited-edition versions of Holden models.
|
E394881
|
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: Holden Special Vehicles | Statement: [GTS, relatedBrand, Holden Special Vehicles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holden Special Vehicles Context triple: [GTS, relatedBrand, Holden Special Vehicles]
-
A.
Holden Brougham (HK)
The Holden Brougham (HK) is a long-wheelbase luxury sedan variant of Holden’s late-1960s HK series, positioned as an upscale flagship model in the Australian manufacturer’s lineup.
-
B.
Holden HT
The Holden HT is a late-1960s Australian mid-size car range produced by Holden, notable for its updated styling, improved mechanicals, and variants including sedans, wagons, utilities, and the Monaro coupe.
-
C.
Holden Torana
The Holden Torana is a mid-sized car produced by Australian manufacturer Holden from the late 1960s to late 1970s, best known for its high-performance variants that became icons of local motorsport and street culture.
-
D.
Holden Calais
The Holden Calais is a luxury-oriented, high-spec variant of Holden’s large family sedan line, known for its upgraded comfort, styling, and features compared to standard models.
-
E.
Holden (General Motors-Holden)
Holden (General Motors-Holden) was an Australian automobile manufacturer and General Motors subsidiary best known for producing popular locally designed cars such as the Commodore.
- 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: Holden Special Vehicles Triple: [GTS, relatedBrand, Holden Special Vehicles]
Generated description
Holden Special Vehicles is an Australian performance car manufacturer and tuning company known for producing high-powered, limited-edition versions of Holden models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holden Special Vehicles Target entity description: Holden Special Vehicles is an Australian performance car manufacturer and tuning company known for producing high-powered, limited-edition versions of Holden models.
-
A.
Holden Brougham (HK)
The Holden Brougham (HK) is a long-wheelbase luxury sedan variant of Holden’s late-1960s HK series, positioned as an upscale flagship model in the Australian manufacturer’s lineup.
-
B.
Holden HT
The Holden HT is a late-1960s Australian mid-size car range produced by Holden, notable for its updated styling, improved mechanicals, and variants including sedans, wagons, utilities, and the Monaro coupe.
-
C.
Holden Torana
The Holden Torana is a mid-sized car produced by Australian manufacturer Holden from the late 1960s to late 1970s, best known for its high-performance variants that became icons of local motorsport and street culture.
-
D.
Holden Calais
The Holden Calais is a luxury-oriented, high-spec variant of Holden’s large family sedan line, known for its upgraded comfort, styling, and features compared to standard models.
-
E.
Holden (General Motors-Holden)
Holden (General Motors-Holden) was an Australian automobile manufacturer and General Motors subsidiary best known for producing popular locally designed cars such as the Commodore.
- 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_69aed960b538819096561c8ed448dec9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb8787bc8190819a7af975b609df |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b512259d048190be25add7e38a0326 |
completed | March 14, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69b5129946508190860e12a8f90eb5ee |
completed | March 14, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513481c308190849e66bbd9caf57c |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 9, 2026, 3:17 p.m.