Triple
T16048036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Böblingen |
E389273
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Technische Akademie Böblingen
Technische Akademie Böblingen is a German technical academy offering advanced vocational and professional training programs, particularly in engineering and technology-related fields.
|
E1193709
|
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: Technische Akademie Böblingen | Statement: [Böblingen, hasEducationalInstitution, Technische Akademie Böblingen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technische Akademie Böblingen Context triple: [Böblingen, hasEducationalInstitution, Technische Akademie Böblingen]
-
A.
Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
-
B.
University of Applied Sciences Karlsruhe
The University of Applied Sciences Karlsruhe is a German higher education institution in Karlsruhe specializing in practice-oriented engineering, computer science, business, and media programs closely linked to industry.
-
C.
University of Stuttgart
The University of Stuttgart is a major German public research university renowned for its strong engineering, natural sciences, and technology programs.
-
D.
Esslingen University of Applied Sciences
Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.
-
E.
Beuth University of Applied Sciences
Beuth University of Applied Sciences is a Berlin-based university of applied sciences specializing in practice-oriented engineering, technology, and applied science programs.
- 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: Technische Akademie Böblingen Triple: [Böblingen, hasEducationalInstitution, Technische Akademie Böblingen]
Generated description
Technische Akademie Böblingen is a German technical academy offering advanced vocational and professional training programs, particularly in engineering and technology-related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technische Akademie Böblingen Target entity description: Technische Akademie Böblingen is a German technical academy offering advanced vocational and professional training programs, particularly in engineering and technology-related fields.
-
A.
Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
-
B.
University of Applied Sciences Karlsruhe
The University of Applied Sciences Karlsruhe is a German higher education institution in Karlsruhe specializing in practice-oriented engineering, computer science, business, and media programs closely linked to industry.
-
C.
University of Stuttgart
The University of Stuttgart is a major German public research university renowned for its strong engineering, natural sciences, and technology programs.
-
D.
Esslingen University of Applied Sciences
Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.
-
E.
Beuth University of Applied Sciences
Beuth University of Applied Sciences is a Berlin-based university of applied sciences specializing in practice-oriented engineering, technology, and applied science programs.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18360464881909fd4d3bcb4ffb7f5 |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb8b1b2c8190949943b20f2f8574 |
completed | May 10, 2026, 2:20 a.m. |
| NEDg | Description generation | batch_69ffec06b344819093f164f15f104717 |
completed | May 10, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffec9fc93881909b80bbfe324ebc2c |
completed | May 10, 2026, 2:25 a.m. |
Created at: April 10, 2026, 4:56 a.m.