Triple
T20366455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hegau |
E496921
|
entity |
| Predicate | hasRiver |
P165
|
FINISHED |
| Object |
Biber
The Biber is a small river in the Hegau region of southern Germany, known as a tributary of the Danube.
|
E1426387
|
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: Biber | Statement: [Hegau, hasRiver, Biber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biber Context triple: [Hegau, hasRiver, Biber]
-
A.
Biber
Biber is a modern backend program for processing BibLaTeX bibliographies in LaTeX documents, offering advanced features and Unicode support beyond traditional BibTeX.
-
B.
Biberist
Biberist is a municipality in the canton of Solothurn in northwestern Switzerland, known for its residential character and proximity to the cantonal capital.
-
C.
De Giordano
De Giordano is a variant form of the Italian surname Giordano, typically indicating familial or regional lineage.
-
D.
Guaraldi
Guaraldi is the surname of Vince Guaraldi, the American jazz pianist and composer best known for his iconic music for the Peanuts television specials.
-
E.
Vivaldi
Vivaldi is a highly customizable, privacy-focused web browser built on the Chromium engine and developed by Vivaldi Technologies.
- 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: Biber Triple: [Hegau, hasRiver, Biber]
Generated description
The Biber is a small river in the Hegau region of southern Germany, known as a tributary of the Danube.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biber Target entity description: The Biber is a small river in the Hegau region of southern Germany, known as a tributary of the Danube.
-
A.
Biber
Biber is a modern backend program for processing BibLaTeX bibliographies in LaTeX documents, offering advanced features and Unicode support beyond traditional BibTeX.
-
B.
Biberist
Biberist is a municipality in the canton of Solothurn in northwestern Switzerland, known for its residential character and proximity to the cantonal capital.
-
C.
De Giordano
De Giordano is a variant form of the Italian surname Giordano, typically indicating familial or regional lineage.
-
D.
Guaraldi
Guaraldi is the surname of Vince Guaraldi, the American jazz pianist and composer best known for his iconic music for the Peanuts television specials.
-
E.
Vivaldi
Vivaldi is a highly customizable, privacy-focused web browser built on the Chromium engine and developed by Vivaldi Technologies.
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67871bfdc8190948c46497cd675c9 |
completed | April 20, 2026, 7:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087089e0408190be8394376cdec110 |
completed | May 16, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_6a087129ce3c8190a67ac34ec697ad31 |
completed | May 16, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0871e3573c81908216b5e508374081 |
completed | May 16, 2026, 1:32 p.m. |
Created at: April 16, 2026, 11:26 a.m.