Triple
T14532402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMW E23 |
E340946
|
entity |
| Predicate | trimLevel |
P11486
|
FINISHED |
| Object |
728i
The 728i is a six-cylinder variant of BMW's first-generation 7 Series luxury sedan, offering a balance of comfort and performance as an entry-level executive model.
|
E1104176
|
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: 728i | Statement: [BMW E23, trimLevel, 728i]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 728i Context triple: [BMW E23, trimLevel, 728i]
-
A.
PubMatic
PubMatic is a digital advertising technology company that provides a sell-side platform (SSP) enabling publishers to manage and optimize programmatic ad inventory and revenue.
-
B.
IAB
IAB is the New York City Police Department’s Internal Affairs Bureau, responsible for investigating police misconduct and ensuring integrity within the force.
-
C.
IAB
The IAB (Internet Architecture Board) is a committee of the Internet Engineering Task Force responsible for overseeing the technical and architectural development of the Internet.
-
D.
I2O
I2O is the acronym for DARPA’s Information Innovation Office, which focuses on advancing cutting-edge information science and technology for national security.
-
E.
Interactive Advertising Bureau
The Interactive Advertising Bureau (IAB) is an industry trade organization that develops technical standards, conducts research, and provides best practices to support and regulate the digital advertising ecosystem.
- 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: 728i Triple: [BMW E23, trimLevel, 728i]
Generated description
The 728i is a six-cylinder variant of BMW's first-generation 7 Series luxury sedan, offering a balance of comfort and performance as an entry-level executive model.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 728i Target entity description: The 728i is a six-cylinder variant of BMW's first-generation 7 Series luxury sedan, offering a balance of comfort and performance as an entry-level executive model.
-
A.
PubMatic
PubMatic is a digital advertising technology company that provides a sell-side platform (SSP) enabling publishers to manage and optimize programmatic ad inventory and revenue.
-
B.
IAB
The IAB (Internet Architecture Board) is a committee of the Internet Engineering Task Force responsible for overseeing the technical and architectural development of the Internet.
-
C.
IAB
IAB is the New York City Police Department’s Internal Affairs Bureau, responsible for investigating police misconduct and ensuring integrity within the force.
-
D.
I2O
I2O is the acronym for DARPA’s Information Innovation Office, which focuses on advancing cutting-edge information science and technology for national security.
-
E.
Interactive Advertising Bureau
The Interactive Advertising Bureau (IAB) is an industry trade organization that develops technical standards, conducts research, and provides best practices to support and regulate the digital advertising ecosystem.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea053f9bc8190901b9d321811d881 |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a56872c8190a6d2421cb81aeeb1 |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7c7764188190b1601bea3b74f4c2 |
completed | May 8, 2026, 6:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7d3ddc908190ab3afe1a1ab51ac2 |
completed | May 8, 2026, 6:05 a.m. |
Created at: April 10, 2026, 1:22 a.m.