Triple
T3626366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward Lampert |
E76847
|
entity |
| Predicate | notableInvestment |
P3488
|
FINISHED |
| Object |
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.
|
E374358
|
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: AutoNation | Statement: [Edward Lampert, notableInvestment, AutoNation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AutoNation Context triple: [Edward Lampert, notableInvestment, AutoNation]
-
A.
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.
-
B.
Cox Automotive
Cox Automotive is a leading global automotive services and technology company that provides solutions for car buying, selling, financing, and fleet management to consumers, dealers, and manufacturers.
-
C.
Mercedes-Benz USA
Mercedes-Benz USA is the American subsidiary of the German luxury automobile manufacturer Mercedes-Benz, responsible for marketing, sales, and distribution of its vehicles in the United States.
-
D.
AutoAlliance International
AutoAlliance International was a joint venture automotive manufacturing company operated by Ford and Mazda at the Flat Rock Assembly Plant in Michigan.
-
E.
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.
- 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: AutoNation Triple: [Edward Lampert, notableInvestment, AutoNation]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AutoNation Target entity description: 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.
-
A.
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.
-
B.
Cox Automotive
Cox Automotive is a leading global automotive services and technology company that provides solutions for car buying, selling, financing, and fleet management to consumers, dealers, and manufacturers.
-
C.
Mercedes-Benz USA
Mercedes-Benz USA is the American subsidiary of the German luxury automobile manufacturer Mercedes-Benz, responsible for marketing, sales, and distribution of its vehicles in the United States.
-
D.
AutoAlliance International
AutoAlliance International was a joint venture automotive manufacturing company operated by Ford and Mazda at the Flat Rock Assembly Plant in Michigan.
-
E.
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.
- 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_69ad85dc03948190b35b7189e4175bcc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2dc011c8190a6596f4b483fb078 |
completed | March 8, 2026, 6:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4332488d88190ac70846388b7ff13 |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b4378c5f3c81908b88def235abed9c |
completed | March 13, 2026, 4:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4382148c48190b75ee46182f4d817 |
completed | March 13, 2026, 4:15 p.m. |
Created at: March 8, 2026, 3:23 p.m.