Triple
T18016240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DenseNet |
E431004
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Kilian Q. Weinberger
Kilian Q. Weinberger is a computer scientist and machine learning researcher known for influential work in deep learning architectures and metric learning.
|
E1302205
|
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: Kilian Q. Weinberger | Statement: [DenseNet, hasAuthor, Kilian Q. Weinberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kilian Q. Weinberger Context triple: [DenseNet, hasAuthor, Kilian Q. Weinberger]
-
A.
Bruno Wechner
Bruno Wechner was an Austrian Roman Catholic prelate who became the inaugural bishop of the Diocese of Feldkirch.
-
B.
Michael Lehmann
Michael Lehmann is an American film and television director best known for the dark comedy "Heathers" and various other Hollywood comedies.
-
C.
Tobias A. Schliessler
Tobias A. Schliessler is a German-born cinematographer known for his work on major Hollywood films such as "Dreamgirls," "Friday Night Lights," and "Hancock."
-
D.
Christoph Bergner
Christoph Bergner is a German politician who served as Minister-President of the federal state of Saxony-Anhalt in the early 1990s.
-
E.
Peter Weibel
Peter Weibel was an influential Austrian artist, curator, and media theorist known for his pioneering work in conceptual and media art and his leadership roles in major European art institutions.
- 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: Kilian Q. Weinberger Triple: [DenseNet, hasAuthor, Kilian Q. Weinberger]
Generated description
Kilian Q. Weinberger is a computer scientist and machine learning researcher known for influential work in deep learning architectures and metric learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kilian Q. Weinberger Target entity description: Kilian Q. Weinberger is a computer scientist and machine learning researcher known for influential work in deep learning architectures and metric learning.
-
A.
Bruno Wechner
Bruno Wechner was an Austrian Roman Catholic prelate who became the inaugural bishop of the Diocese of Feldkirch.
-
B.
Michael Lehmann
Michael Lehmann is an American film and television director best known for the dark comedy "Heathers" and various other Hollywood comedies.
-
C.
Tobias A. Schliessler
Tobias A. Schliessler is a German-born cinematographer known for his work on major Hollywood films such as "Dreamgirls," "Friday Night Lights," and "Hancock."
-
D.
Christoph Bergner
Christoph Bergner is a German politician who served as Minister-President of the federal state of Saxony-Anhalt in the early 1990s.
-
E.
Peter Weibel
Peter Weibel was an influential Austrian artist, curator, and media theorist known for his pioneering work in conceptual and media art and his leadership roles in major European art institutions.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349a8beec8190ac2e79aa3bce7966 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034ad3e128819081b4628a759fe941 |
completed | May 12, 2026, 3:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034b543be08190abe8e8872c834c2b |
completed | May 12, 2026, 3:46 p.m. |
Created at: April 10, 2026, 10:24 a.m.