Triple
T15128755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Asbury Automotive Group |
E361359
|
entity |
| Predicate | competesWith |
P1375
|
FINISHED |
| Object |
Lithia Motors
Lithia Motors is one of the largest automotive retail and service dealership groups in the United States, operating numerous franchised and used-vehicle stores nationwide.
|
E1138776
|
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: Lithia Motors | Statement: [Asbury Automotive Group, competesWith, Lithia Motors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lithia Motors Context triple: [Asbury Automotive Group, competesWith, Lithia Motors]
-
A.
AutoNation
AutoNation is one of the largest automotive retail chains in the United States, operating numerous dealerships that sell new and used vehicles and provide related services.
-
B.
Marina Auto Group
Marina Auto Group is an automotive dealership group, likely a regional car sales and service company, prominent enough locally to have a sports stadium named in its honor.
-
C.
Asbury Automotive Group
Asbury Automotive Group is a large U.S.-based automotive retail and service company that operates numerous franchised dealerships selling new and used vehicles.
-
D.
Statler Motors
Statler Motors is a fictional car dealership in the "Back to the Future" film series, located in the town of Hill Valley.
-
E.
Larry H. Miller Dealerships
Larry H. Miller Dealerships is a large U.S.-based automotive retail group known for operating numerous car dealerships across multiple states under the Larry H. Miller Group of Companies.
- 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: Lithia Motors Triple: [Asbury Automotive Group, competesWith, Lithia Motors]
Generated description
Lithia Motors is one of the largest automotive retail and service dealership groups in the United States, operating numerous franchised and used-vehicle stores nationwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lithia Motors Target entity description: Lithia Motors is one of the largest automotive retail and service dealership groups in the United States, operating numerous franchised and used-vehicle stores nationwide.
-
A.
AutoNation
AutoNation is one of the largest automotive retail chains in the United States, operating numerous dealerships that sell new and used vehicles and provide related services.
-
B.
Marina Auto Group
Marina Auto Group is an automotive dealership group, likely a regional car sales and service company, prominent enough locally to have a sports stadium named in its honor.
-
C.
Asbury Automotive Group
Asbury Automotive Group is a large U.S.-based automotive retail and service company that operates numerous franchised dealerships selling new and used vehicles.
-
D.
Statler Motors
Statler Motors is a fictional car dealership in the "Back to the Future" film series, located in the town of Hill Valley.
-
E.
Larry H. Miller Dealerships
Larry H. Miller Dealerships is a large U.S.-based automotive retail group known for operating numerous car dealerships across multiple states under the Larry H. Miller Group of Companies.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7f865c08190ab8fd15c14d0c06c |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feba6899c481909651fec7459a0206 |
completed | May 9, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febae016188190bb44709a8c3b01c3 |
completed | May 9, 2026, 4:41 a.m. |
Created at: April 10, 2026, 3:06 a.m.