Triple
T18257099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MathWorks |
E437244
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Steve Bangert
Steve Bangert is a co-founder of MathWorks, the company best known for developing the MATLAB technical computing environment.
|
E1314727
|
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: Steve Bangert | Statement: [MathWorks, foundedBy, Steve Bangert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Bangert Context triple: [MathWorks, foundedBy, Steve Bangert]
-
A.
Steve Wiebe
Steve Wiebe is an American teacher and competitive gamer best known for his high-score rivalry in the classic arcade game Donkey Kong, prominently featured in the documentary "The King of Kong: A Fistful of Quarters."
-
B.
Michael Bentt
Michael Bentt is a former British-American professional heavyweight boxer who briefly held the WBO world title before becoming an actor and boxing consultant in film and television.
-
C.
Eric Lofgren
Eric Lofgren is an epidemiologist known for using World of Warcraft’s Corrupted Blood incident as a model to study the spread of infectious diseases and human behavior during epidemics.
-
D.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
E.
Jay Gorney
Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
- 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: Steve Bangert Triple: [MathWorks, foundedBy, Steve Bangert]
Generated description
Steve Bangert is a co-founder of MathWorks, the company best known for developing the MATLAB technical computing environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Bangert Target entity description: Steve Bangert is a co-founder of MathWorks, the company best known for developing the MATLAB technical computing environment.
-
A.
Steve Wiebe
Steve Wiebe is an American teacher and competitive gamer best known for his high-score rivalry in the classic arcade game Donkey Kong, prominently featured in the documentary "The King of Kong: A Fistful of Quarters."
-
B.
Michael Bentt
Michael Bentt is a former British-American professional heavyweight boxer who briefly held the WBO world title before becoming an actor and boxing consultant in film and television.
-
C.
Eric Lofgren
Eric Lofgren is an epidemiologist known for using World of Warcraft’s Corrupted Blood incident as a model to study the spread of infectious diseases and human behavior during epidemics.
-
D.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
E.
Jay Gorney
Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4fd86e21081909c049082949b95c6 |
completed | April 19, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03ac7afdcc81908d0b2ce1d3a4f175 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad1e02b48190a23789b2e62d820b |
completed | May 12, 2026, 10:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03adef02fc81909d78aaf558c2cab6 |
completed | May 12, 2026, 10:47 p.m. |
Created at: April 10, 2026, 10:34 a.m.