Triple
T633704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penske Automotive Group |
E15975
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Premier Truck Group
Premier Truck Group is a commercial truck dealership network in North America specializing in the sale, service, and support of medium- and heavy-duty trucks.
|
E15975
|
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: Premier Truck Group | Statement: [Penske Automotive Group, hasSubsidiary, Premier Truck Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Premier Truck Group Context triple: [Penske Automotive Group, hasSubsidiary, Premier Truck Group]
-
A.
Pilot Flying J
Pilot Flying J is a large North American chain of truck stops and travel centers serving professional drivers and motorists with fuel, food, and convenience services.
-
B.
TMX Group
TMX Group is a Canadian financial services company that operates major securities exchanges and related markets, including the Toronto Stock Exchange.
-
C.
Penske Automotive Group
Penske Automotive Group is a large international transportation services company and one of the world’s leading automotive and commercial truck retailers.
-
D.
BG Freight Line
BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
-
E.
AM General
AM General is an American heavy vehicle manufacturer best known for developing the military Humvee and its civilian counterpart, the Hummer.
- 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: Premier Truck Group Triple: [Penske Automotive Group, hasSubsidiary, Premier Truck Group]
Generated description
Premier Truck Group is a commercial truck dealership network in North America specializing in the sale, service, and support of medium- and heavy-duty trucks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Premier Truck Group Target entity description: Premier Truck Group is a commercial truck dealership network in North America specializing in the sale, service, and support of medium- and heavy-duty trucks.
-
A.
Pilot Flying J
Pilot Flying J is a large North American chain of truck stops and travel centers serving professional drivers and motorists with fuel, food, and convenience services.
-
B.
TMX Group
TMX Group is a Canadian financial services company that operates major securities exchanges and related markets, including the Toronto Stock Exchange.
-
C.
Penske Automotive Group
chosen
Penske Automotive Group is a large international transportation services company and one of the world’s leading automotive and commercial truck retailers.
-
D.
BG Freight Line
BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
-
E.
AM General
AM General is an American heavy vehicle manufacturer best known for developing the military Humvee and its civilian counterpart, the Hummer.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49ec3b6488190aa0dce216c089a2e |
completed | March 1, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a56ef052308190bfaed448c3737ef6 |
completed | March 2, 2026, 11:05 a.m. |
| NEDg | Description generation | batch_69a56f5668108190910db85f3beb5eed |
completed | March 2, 2026, 11:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5733acb188190b4cdd12ed3a96860 |
completed | March 2, 2026, 11:23 a.m. |
Created at: March 1, 2026, 7:35 p.m.