Triple
T1992630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Oldenburg |
E43283
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
Hearing4all cluster of excellence
The Hearing4all cluster of excellence is a German research consortium focused on advancing hearing research and developing innovative technologies and therapies to improve hearing for people in everyday life.
|
E222637
|
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: Hearing4all cluster of excellence | Statement: [University of Oldenburg, hasResearchCenter, Hearing4all cluster of excellence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hearing4all cluster of excellence Context triple: [University of Oldenburg, hasResearchCenter, Hearing4all cluster of excellence]
-
A.
auditory cortex
The auditory cortex is a region of the brain’s temporal lobe responsible for processing and interpreting sound information, including aspects like pitch, volume, and speech.
-
B.
National Institute on Deafness and Other Communication Disorders
The National Institute on Deafness and Other Communication Disorders is a U.S. federal research institute that leads scientific efforts to understand, prevent, and treat hearing, balance, taste, smell, voice, speech, and language disorders.
-
C.
Speech Analysis, Synthesis and Perception
"Speech Analysis, Synthesis and Perception" is a foundational technical book that systematically explores the theory, modeling, and processing of human speech signals for analysis, synthesis, and recognition.
-
D.
Department of Speech and Hearing Science
The Department of Speech and Hearing Science is an academic unit at the University of Illinois Urbana–Champaign focused on research and education in human communication, speech, language, and hearing.
-
E.
Acoustics Today
Acoustics Today is a magazine-style publication that provides accessible articles and updates on research, applications, and developments in the field of acoustics.
- 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: Hearing4all cluster of excellence Triple: [University of Oldenburg, hasResearchCenter, Hearing4all cluster of excellence]
Generated description
The Hearing4all cluster of excellence is a German research consortium focused on advancing hearing research and developing innovative technologies and therapies to improve hearing for people in everyday life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hearing4all cluster of excellence Target entity description: The Hearing4all cluster of excellence is a German research consortium focused on advancing hearing research and developing innovative technologies and therapies to improve hearing for people in everyday life.
-
A.
auditory cortex
The auditory cortex is a region of the brain’s temporal lobe responsible for processing and interpreting sound information, including aspects like pitch, volume, and speech.
-
B.
National Institute on Deafness and Other Communication Disorders
The National Institute on Deafness and Other Communication Disorders is a U.S. federal research institute that leads scientific efforts to understand, prevent, and treat hearing, balance, taste, smell, voice, speech, and language disorders.
-
C.
Speech Analysis, Synthesis and Perception
"Speech Analysis, Synthesis and Perception" is a foundational technical book that systematically explores the theory, modeling, and processing of human speech signals for analysis, synthesis, and recognition.
-
D.
Department of Speech and Hearing Science
The Department of Speech and Hearing Science is an academic unit at the University of Illinois Urbana–Champaign focused on research and education in human communication, speech, language, and hearing.
-
E.
Acoustics Today
Acoustics Today is a magazine-style publication that provides accessible articles and updates on research, applications, and developments in the field of acoustics.
- 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_69a88714cf2c819081644be450b8356e |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb86275c88190bed869e9d3cf7ed5 |
completed | March 7, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae033a39d48190b6389e22de0d4418 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae04128e048190a6a36e528586445a |
completed | March 8, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae049b7b1c81908bae4acd269ce36e |
completed | March 8, 2026, 11:22 p.m. |
Created at: March 4, 2026, 7:37 p.m.