Triple
T16854036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OpenDirect |
E409741
|
entity |
| Predicate | differsFrom |
P278
|
FINISHED |
| Object | OpenRTB real-time bidding model |
E84599
|
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: OpenRTB real-time bidding model | Statement: [OpenDirect, differsFrom, OpenRTB real-time bidding model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenRTB real-time bidding model Context triple: [OpenDirect, differsFrom, OpenRTB real-time bidding model]
-
A.
OpenRTB
chosen
OpenRTB is an open standard protocol used in programmatic advertising to enable real-time bidding and automated buying and selling of digital ad inventory.
-
B.
Google Open Bidding
Google Open Bidding is Google’s server-side programmatic advertising solution that enables multiple ad exchanges and demand sources to compete in real time for ad inventory within Google’s ad ecosystem.
-
C.
Google Ad Exchange
Google Ad Exchange is a real-time digital advertising marketplace operated by Google that enables publishers and advertisers to buy and sell display, video, and mobile ad inventory programmatically at scale.
-
D.
Amazon Publisher Services header bidding solutions
Amazon Publisher Services header bidding solutions are programmatic advertising tools that enable publishers to run unified auctions among multiple demand sources to maximize ad revenue and improve yield management.
-
E.
DART for Advertisers
DART for Advertisers is an online ad-serving and campaign management platform that enabled advertisers to create, target, deliver, and track digital advertising across websites.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b37bbb80819086d844a313625cad |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7a08be48190bd2dbf83205c83ad |
completed | May 10, 2026, 6 p.m. |
Created at: April 10, 2026, 5:24 a.m.