Triple
T12207662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fréchet Inception Distance |
E290874
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Hubert Ramsauer
Hubert Ramsauer is a computer scientist known for co-introducing the Fréchet Inception Distance (FID), a widely used metric for evaluating the quality of generative models in machine learning.
|
E1252301
|
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: Hubert Ramsauer | Statement: [Fréchet Inception Distance, introducedBy, Hubert Ramsauer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubert Ramsauer Context triple: [Fréchet Inception Distance, introducedBy, Hubert Ramsauer]
-
A.
Karl Rammelt
Karl Rammelt was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
B.
Johann Thiel
Johann Thiel is a person notable enough to be recognized as a significant bearer of the surname Thiel.
-
C.
Heinz Schaller
Heinz Schaller was a German molecular biologist and entrepreneur best known for co-founding the biotechnology company Biogen.
-
D.
Karl-Allmendinger
Karl-Allmendinger was a German Wehrmacht general during World War II who commanded several army corps on the Eastern Front.
-
E.
Walter Gmeindl
Walter Gmeindl was an Austrian conductor and music educator known for teaching notable students such as Sergiu Celibidache.
- 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: Hubert Ramsauer Triple: [Fréchet Inception Distance, introducedBy, Hubert Ramsauer]
Generated description
Hubert Ramsauer is a computer scientist known for co-introducing the Fréchet Inception Distance (FID), a widely used metric for evaluating the quality of generative models in machine learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubert Ramsauer Target entity description: Hubert Ramsauer is a computer scientist known for co-introducing the Fréchet Inception Distance (FID), a widely used metric for evaluating the quality of generative models in machine learning.
-
A.
Karl Rammelt
Karl Rammelt was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
B.
Johann Thiel
Johann Thiel is a person notable enough to be recognized as a significant bearer of the surname Thiel.
-
C.
Heinz Schaller
Heinz Schaller was a German molecular biologist and entrepreneur best known for co-founding the biotechnology company Biogen.
-
D.
Karl-Allmendinger
Karl-Allmendinger was a German Wehrmacht general during World War II who commanded several army corps on the Eastern Front.
-
E.
Walter Gmeindl
Walter Gmeindl was an Austrian conductor and music educator known for teaching notable students such as Sergiu Celibidache.
- 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c7d8f5c8190a46e9caa2a920fa9 |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014132570081909fab220c002c2f10 |
completed | May 11, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_6a01427966b48190ab7cbdaa139f6fbc |
completed | May 11, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0142ff1c84819093604fe074f37660 |
completed | May 11, 2026, 2:46 a.m. |
Created at: April 8, 2026, 9:51 p.m.