Triple
T8095215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuttgart region |
E188965
|
entity |
| Predicate | hasResearchInstitution |
P186
|
FINISHED |
| Object | Fraunhofer Institute |
E46771
|
NE FINISHED |
How this triple was built (2 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: Fraunhofer Institute | Statement: [Stuttgart region, hasResearchInstitution, Fraunhofer Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Institute Context triple: [Stuttgart region, hasResearchInstitution, Fraunhofer Institute]
-
A.
Fraunhofer Society
chosen
The Fraunhofer Society is a leading German organization for applied research, operating numerous institutes that develop practical innovations and technologies for industry and society.
-
B.
Fraunhofer Institute for Industrial Engineering IAO
The Fraunhofer Institute for Industrial Engineering IAO is a German applied research institute focused on designing and optimizing work systems, organizations, and technologies to improve industrial innovation and productivity.
-
C.
Fraunhofer Institute for Factory Operation and Automation IFF
The Fraunhofer Institute for Factory Operation and Automation IFF is a German applied research institute specializing in innovative solutions for industrial automation, digitalization, and smart factory technologies.
-
D.
Fraunhofer Institute for Integrated Circuits IIS
The Fraunhofer Institute for Integrated Circuits IIS is a leading German research institute renowned for its work in microelectronics and audio coding technologies, including the co-development of the MP3 format.
-
E.
Forschungszentrum Jülich
Forschungszentrum Jülich is a major German interdisciplinary research center specializing in areas such as energy, information, and sustainable bioeconomy, and is one of Europe’s largest research institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4291f1d4819098985ac2b20b6c75 |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6414ca048190ac0e644b2c399bfb |
completed | April 1, 2026, 12:17 a.m. |
Created at: March 30, 2026, 5:30 p.m.