Triple
T18531146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PHPUnit |
E452832
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Sebastian Bergmann |
—
|
NE NERFINISHED |
How this triple was built (3 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: Sebastian Bergmann | Statement: [PHPUnit, developer, Sebastian Bergmann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sebastian Bergmann Context triple: [PHPUnit, developer, Sebastian Bergmann]
-
A.
Thorsten Kornblum
Thorsten Kornblum is a German politician who serves as the mayor of the city of Braunschweig.
-
B.
Michael Bergmann
Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
-
C.
Michael Fuchs
Michael Fuchs is an actor known for his role in the independent drama film "12 and Holding."
-
D.
Gerhard Feige
Gerhard Feige is a German Roman Catholic prelate and theologian who serves as the bishop of Magdeburg.
-
E.
Wolfram Sievers
Wolfram Sievers was a Nazi SS officer and managing director of the Ahnenerbe who was convicted and executed for war crimes and crimes against humanity for his role in human experimentation during World War II.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sebastian Bergmann Target entity description: Sebastian Bergmann is a German software developer best known as the creator and maintainer of the PHPUnit testing framework for PHP.
-
A.
Thorsten Kornblum
Thorsten Kornblum is a German politician who serves as the mayor of the city of Braunschweig.
-
B.
Michael Bergmann
Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
-
C.
Michael Fuchs
Michael Fuchs is an actor known for his role in the independent drama film "12 and Holding."
-
D.
Gerhard Feige
Gerhard Feige is a German Roman Catholic prelate and theologian who serves as the bishop of Magdeburg.
-
E.
Wolfram Sievers
Wolfram Sievers was a Nazi SS officer and managing director of the Ahnenerbe who was convicted and executed for war crimes and crimes against humanity for his role in human experimentation during World War II.
- F. None of above. chosen
Provenance (2 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533fd0e348190ab3d4548f74b9b79 |
completed | April 19, 2026, 7:58 p.m. |
Created at: April 10, 2026, 11:37 a.m.