Triple
T8806519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Micro Focus |
E209545
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Brian Reynolds
Brian Reynolds is a technology entrepreneur best known as a founder of the enterprise software company Micro Focus.
|
E759387
|
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: Brian Reynolds | Statement: [Micro Focus, foundedBy, Brian Reynolds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Reynolds Context triple: [Micro Focus, foundedBy, Brian Reynolds]
-
A.
Brian J. Reynolds
Brian J. Reynolds is a cinematographer best known for his work on the crime film "Gang Related."
-
B.
Jay Johnston
Jay Johnston is an American actor and comedian best known for his work on shows like Mr. Show with Bob and David and for voicing Jimmy Pesto Sr. on the animated series Bob’s Burgers.
-
C.
Neil Druckmann
Neil Druckmann is a video game writer, director, and executive at Naughty Dog best known for co-creating and writing The Last of Us franchise and its television adaptation.
-
D.
Ted Levine
Ted Levine is an American character actor best known for his chilling portrayal of serial killer Buffalo Bill in the film "The Silence of the Lambs."
-
E.
Matt Shafer
Matt Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
- 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: Brian Reynolds Triple: [Micro Focus, foundedBy, Brian Reynolds]
Generated description
Brian Reynolds is a technology entrepreneur best known as a founder of the enterprise software company Micro Focus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Reynolds Target entity description: Brian Reynolds is a technology entrepreneur best known as a founder of the enterprise software company Micro Focus.
-
A.
Brian J. Reynolds
Brian J. Reynolds is a cinematographer best known for his work on the crime film "Gang Related."
-
B.
Jay Johnston
Jay Johnston is an American actor and comedian best known for his work on shows like Mr. Show with Bob and David and for voicing Jimmy Pesto Sr. on the animated series Bob’s Burgers.
-
C.
Neil Druckmann
Neil Druckmann is a video game writer, director, and executive at Naughty Dog best known for co-creating and writing The Last of Us franchise and its television adaptation.
-
D.
Ted Levine
Ted Levine is an American character actor best known for his chilling portrayal of serial killer Buffalo Bill in the film "The Silence of the Lambs."
-
E.
Matt Shafer
Matt Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
- 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_69ca836320e48190b5cf585b90a322c4 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5fd1f1a08190a2e584f6b0495f5c |
completed | March 31, 2026, 11:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6f96bb448190b9316ad55d61662a |
completed | April 3, 2026, 7:43 a.m. |
| NEDg | Description generation | batch_69cf718a6f2c81908f8b8d08a1437749 |
completed | April 3, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7275fea08190b8999fb30663ff17 |
completed | April 3, 2026, 7:55 a.m. |
Created at: March 30, 2026, 6:45 p.m.