Triple
T9757575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Institute for Applied Optics and Precision Engineering IOF |
E236590
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Fraunhofer Society |
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 Society | Statement: [Fraunhofer Institute for Applied Optics and Precision Engineering IOF, memberOf, Fraunhofer Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer Society Context triple: [Fraunhofer Institute for Applied Optics and Precision Engineering IOF, memberOf, Fraunhofer Society]
-
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 IAIS
Fraunhofer IAIS is a German research institute within the Fraunhofer Society specializing in applied artificial intelligence, data science, and intelligent systems.
-
C.
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.
-
D.
Max Planck Society
The Max Planck Society is a leading German research organization renowned for its network of institutes that conduct cutting-edge basic research across the natural sciences, life sciences, and humanities.
-
E.
Helmholtz Association
The Helmholtz Association is Germany’s largest scientific research organization, operating a network of national research centers that conduct long-term, large-scale research in areas such as energy, health, environment, and technology.
- 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_69ca84d64f6c8190a4ed4e9f5936eda5 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda046a4048190a2c66321a9911817 |
completed | April 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5a1a3b88190a1b4561a9a780e41 |
completed | April 5, 2026, 3:23 a.m. |
Created at: March 30, 2026, 8:24 p.m.