Triple
T15925681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UPX |
E386199
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Markus Oberhumer |
E386199
|
NE FINISHED |
How this triple was built (2 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: Markus Oberhumer | Statement: [UPX, developer, Markus Oberhumer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Markus Oberhumer Context triple: [UPX, developer, Markus Oberhumer]
-
A.
Markus Oberhumer
chosen
Markus Oberhumer is an Austrian software developer best known as the creator of the UPX executable packer and contributor to various open-source compression and optimization tools.
-
B.
Jochen Theodorou
Jochen Theodorou is a core contributor and long-time maintainer of the Groovy programming language, known for shaping its design and implementation in the JVM ecosystem.
-
C.
Markus Huber
Markus Huber is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Huber.
-
D.
Jens Meurer
Jens Meurer is a German film producer and documentary filmmaker known for his work on international arthouse and historical dramas.
-
E.
Andreas Möller
Andreas Möller is a retired German attacking midfielder best known for his playmaking role with Borussia Dortmund and the German national team, with whom he won the 1990 FIFA World Cup and UEFA Euro 1996.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15685b28c8190927b704fef14a159 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5adcde88190ae2a845aaa9d31ac |
completed | May 9, 2026, 10:31 p.m. |
Created at: April 10, 2026, 4:52 a.m.