Triple
T4277864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RStudio |
E97084
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Posit PBC
Posit PBC is a data science software company best known for creating the RStudio integrated development environment and related tools for statistical computing and reproducible analysis.
|
E426694
|
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: Posit PBC | Statement: [RStudio, developer, Posit PBC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Posit PBC Context triple: [RStudio, developer, Posit PBC]
-
A.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
B.
Pandox AB
Pandox AB is a Swedish hotel property company that owns and manages a large portfolio of hotel real estate across Europe.
-
C.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
-
D.
PHI, Inc.
PHI, Inc. is a U.S.-based helicopter services company best known for providing offshore oil and gas transportation and air medical services worldwide.
-
E.
Onex
Onex is a suburban municipality in western Switzerland located just outside the city of Geneva.
- 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: Posit PBC Triple: [RStudio, developer, Posit PBC]
Generated description
Posit PBC is a data science software company best known for creating the RStudio integrated development environment and related tools for statistical computing and reproducible analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Posit PBC Target entity description: Posit PBC is a data science software company best known for creating the RStudio integrated development environment and related tools for statistical computing and reproducible analysis.
-
A.
Rock Financial
Rock Financial is a mortgage lending company that later evolved into Quicken Loans (now Rocket Mortgage), a major U.S. online home loan provider.
-
B.
Pandox AB
Pandox AB is a Swedish hotel property company that owns and manages a large portfolio of hotel real estate across Europe.
-
C.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
-
D.
PHI, Inc.
PHI, Inc. is a U.S.-based helicopter services company best known for providing offshore oil and gas transportation and air medical services worldwide.
-
E.
Onex
Onex is a suburban municipality in western Switzerland located just outside the city of Geneva.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501ef1388190b0c968b069014a59 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.