Triple
T4073470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cox Automotive |
E86702
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object | Kelley Blue Book |
E86703
|
NE FINISHED |
How this triple was built (2 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: Kelley Blue Book | Statement: [Cox Automotive, subsidiary, Kelley Blue Book]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kelley Blue Book Context triple: [Cox Automotive, subsidiary, Kelley Blue Book]
-
A.
Kelley Blue Book
chosen
Kelley Blue Book is a widely used automotive valuation and research company known for providing trusted pricing information and reviews for 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.
Dealertrack
Dealertrack is a leading automotive retail software and services provider that offers dealers and lenders digital solutions for sales, financing, and workflow management.
-
D.
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.
-
E.
Hearst Autos
Hearst Autos is the automotive-focused division of Hearst Communications that produces car-related media, reviews, and digital content for consumers and industry professionals.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed93ebe448190a1f1686e28740ac9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc22be988190a2b6575d4f5e0f7b |
completed | March 9, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562bc05948190a9ad709768420588 |
completed | March 14, 2026, 1:29 p.m. |
Created at: March 9, 2026, 3:39 p.m.