Triple
T10326734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Institute for Factory Operation and Automation IFF |
E242781
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
Fraunhofer IFF
Fraunhofer IFF is a German applied research institute specializing in factory operation, automation, and smart industrial systems within the Fraunhofer Society.
|
E885075
|
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: Fraunhofer IFF | Statement: [Fraunhofer Institute for Factory Operation and Automation IFF, hasAbbreviation, Fraunhofer IFF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer IFF Context triple: [Fraunhofer Institute for Factory Operation and Automation IFF, hasAbbreviation, Fraunhofer IFF]
-
A.
Fraunhofer IEE
Fraunhofer IEE is a German research institute within the Fraunhofer Society that focuses on energy economics and the development and integration of sustainable energy systems and technologies.
-
B.
Fraunhofer IKS
Fraunhofer IKS is a German research institute within the Fraunhofer Society that focuses on safe, reliable, and intelligent cognitive systems and AI for industrial applications.
-
C.
Fraunhofer FOKUS
Fraunhofer FOKUS is a Berlin-based research institute of the Fraunhofer Society specializing in open communication systems, digital networking, and applied information and communication technologies.
-
D.
Fraunhofer IVV
Fraunhofer IVV is a German research institute specializing in process engineering and packaging technologies, focusing on food, product safety, and sustainable packaging solutions.
-
E.
Fraunhofer SIT
Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
- 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: Fraunhofer IFF Triple: [Fraunhofer Institute for Factory Operation and Automation IFF, hasAbbreviation, Fraunhofer IFF]
Generated description
Fraunhofer IFF is a German applied research institute specializing in factory operation, automation, and smart industrial systems within the Fraunhofer Society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraunhofer IFF Target entity description: Fraunhofer IFF is a German applied research institute specializing in factory operation, automation, and smart industrial systems within the Fraunhofer Society.
-
A.
Fraunhofer IEE
Fraunhofer IEE is a German research institute within the Fraunhofer Society that focuses on energy economics and the development and integration of sustainable energy systems and technologies.
-
B.
Fraunhofer IKS
Fraunhofer IKS is a German research institute within the Fraunhofer Society that focuses on safe, reliable, and intelligent cognitive systems and AI for industrial applications.
-
C.
Fraunhofer FOKUS
Fraunhofer FOKUS is a Berlin-based research institute of the Fraunhofer Society specializing in open communication systems, digital networking, and applied information and communication technologies.
-
D.
Fraunhofer IVV
Fraunhofer IVV is a German research institute specializing in process engineering and packaging technologies, focusing on food, product safety, and sustainable packaging solutions.
-
E.
Fraunhofer SIT
Fraunhofer SIT is a German research institute specializing in applied cybersecurity and secure information technology solutions.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7ce69b881909f27d97c90643634 |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de54d83e44819097abf6714bd48680 |
completed | April 14, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69de5952f6c48190abd3b87372d54f58 |
completed | April 14, 2026, 3:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de5ed49c9c8190a4085407f88d7a05 |
completed | April 14, 2026, 3:35 p.m. |
Created at: April 6, 2026, 11:51 a.m.