Triple
T15242786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Classified Ventures (stake) |
E364299
|
entity |
| Predicate | associatedWithBrand |
P2830
|
FINISHED |
| Object |
Cars.com
Cars.com is a major online automotive marketplace that connects car buyers with sellers through listings, reviews, and research tools.
|
E1145096
|
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: Cars.com | Statement: [Classified Ventures (stake), associatedWithBrand, Cars.com]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cars.com Context triple: [Classified Ventures (stake), associatedWithBrand, Cars.com]
-
A.
Autotrader
Autotrader is a major online automotive marketplace where consumers can buy, sell, and research 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.
Edmunds
Edmunds is a variant spelling of the name Edmonds, commonly used as a surname.
-
D.
Kelley Blue Book
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.
-
E.
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.
- 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: Cars.com Triple: [Classified Ventures (stake), associatedWithBrand, Cars.com]
Generated description
Cars.com is a major online automotive marketplace that connects car buyers with sellers through listings, reviews, and research tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cars.com Target entity description: Cars.com is a major online automotive marketplace that connects car buyers with sellers through listings, reviews, and research tools.
-
A.
Autotrader
Autotrader is a major online automotive marketplace where consumers can buy, sell, and research 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.
Edmunds
Edmunds is a variant spelling of the name Edmonds, commonly used as a surname.
-
D.
Kelley Blue Book
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.
-
E.
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.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007dcc33081908545ea1a1d2c19fe |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd41b7c48190917385c6c61370b2 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fedf49f1c88190857cb1555e98c97e |
completed | May 9, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee06a90448190b7733aa5ee8a5d62 |
completed | May 9, 2026, 7:21 a.m. |
Created at: April 10, 2026, 3:13 a.m.