Triple
T12281821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DDD |
E292732
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Andreas Zeller
Andreas Zeller is a German computer scientist known for his influential work in software engineering, particularly in debugging, program analysis, and automated testing.
|
E974232
|
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: Andreas Zeller | Statement: [DDD, developer, Andreas Zeller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andreas Zeller Context triple: [DDD, developer, Andreas Zeller]
-
A.
Andreas Scholl
Andreas Scholl is a renowned German countertenor celebrated for his interpretations of Baroque and early music.
-
B.
André Zeller
André Zeller was a French Army general best known as one of the leading military figures who opposed Algerian independence and took part in the failed 1961 Algiers putsch against President Charles de Gaulle.
-
C.
Benno Elbs
Benno Elbs is an Austrian Roman Catholic prelate who serves as the bishop of the Diocese of Feldkirch.
-
D.
Dieter Fox
Dieter Fox is a prominent computer scientist and roboticist known for his contributions to probabilistic robotics, perception, and machine learning in autonomous systems.
-
E.
Martin Reinfried
Martin Reinfried is an entrepreneur best known as a founder of the early internet search and web portal company Excite.
- 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: Andreas Zeller Triple: [DDD, developer, Andreas Zeller]
Generated description
Andreas Zeller is a German computer scientist known for his influential work in software engineering, particularly in debugging, program analysis, and automated testing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andreas Zeller Target entity description: Andreas Zeller is a German computer scientist known for his influential work in software engineering, particularly in debugging, program analysis, and automated testing.
-
A.
Andreas Scholl
Andreas Scholl is a renowned German countertenor celebrated for his interpretations of Baroque and early music.
-
B.
André Zeller
André Zeller was a French Army general best known as one of the leading military figures who opposed Algerian independence and took part in the failed 1961 Algiers putsch against President Charles de Gaulle.
-
C.
Benno Elbs
Benno Elbs is an Austrian Roman Catholic prelate who serves as the bishop of the Diocese of Feldkirch.
-
D.
Dieter Fox
Dieter Fox is a prominent computer scientist and roboticist known for his contributions to probabilistic robotics, perception, and machine learning in autonomous systems.
-
E.
Martin Reinfried
Martin Reinfried is an entrepreneur best known as a founder of the early internet search and web portal company Excite.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cf2b09c81908a11581d33f65be0 |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e70dec8819098199fbb54d888c1 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5bc1fc8190af9d74acc307ebe1 |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6203ef5008190af9103460b096cff |
completed | May 2, 2026, 4:03 p.m. |
Created at: April 8, 2026, 9:52 p.m.