Triple
T4278389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MuleSoft |
E97094
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Dave Rosenberg
Dave Rosenberg is a technology entrepreneur best known as a co-founder of MuleSoft, a leading integration and API management platform company.
|
E503139
|
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: Dave Rosenberg | Statement: [MuleSoft, foundedBy, Dave Rosenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dave Rosenberg Context triple: [MuleSoft, foundedBy, Dave Rosenberg]
-
A.
Tom Rosenberg
Tom Rosenberg is an American film producer and co-founder of Lakeshore Entertainment, known for backing numerous successful Hollywood films.
-
B.
Dan Grossman
Dan Grossman is a computer scientist and professor known for his work in programming languages and software engineering.
-
C.
David Rosenbloom
David Rosenbloom is a film editor known for his work on major Hollywood productions, including the science fiction movie "Transcendence."
-
D.
David Eigenberg
David Eigenberg is an American actor best known for his role as Steve Brady in the Sex and the City franchise and as Christopher Herrmann on the television series Chicago Fire.
-
E.
Scott Rosenberg
Scott Rosenberg is an American screenwriter and producer known for writing high-profile films such as "Con Air," "Gone in 60 Seconds," and "High Fidelity."
- 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: Dave Rosenberg Triple: [MuleSoft, foundedBy, Dave Rosenberg]
Generated description
Dave Rosenberg is a technology entrepreneur best known as a co-founder of MuleSoft, a leading integration and API management platform company.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dave Rosenberg Target entity description: Dave Rosenberg is a technology entrepreneur best known as a co-founder of MuleSoft, a leading integration and API management platform company.
-
A.
Tom Rosenberg
Tom Rosenberg is an American film producer and co-founder of Lakeshore Entertainment, known for backing numerous successful Hollywood films.
-
B.
Dan Grossman
Dan Grossman is a computer scientist and professor known for his work in programming languages and software engineering.
-
C.
David Rosenbloom
David Rosenbloom is a film editor known for his work on major Hollywood productions, including the science fiction movie "Transcendence."
-
D.
David Eigenberg
David Eigenberg is an American actor best known for his role as Steve Brady in the Sex and the City franchise and as Christopher Herrmann on the television series Chicago Fire.
-
E.
Scott Rosenberg
Scott Rosenberg is an American screenwriter and producer known for writing high-profile films such as "Con Air," "Gone in 60 Seconds," and "High Fidelity."
- 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_69b350201ac88190b9d8980da5f0d03d |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beef7bd5048190b19be461683c864c |
completed | March 21, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69bef05ed6188190a86ec2a3bebd21dc |
completed | March 21, 2026, 7:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef0e41b508190baca5e15efb65ee9 |
completed | March 21, 2026, 7:26 p.m. |
Created at: March 12, 2026, 11:07 p.m.