Triple
T19788603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berger |
E475344
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Hans Berger
Hans Berger was a German psychiatrist and neurologist best known for discovering the human electroencephalogram (EEG) and pioneering the study of brain electrical activity.
|
E1396050
|
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: Hans Berger | Statement: [Berger, hasNotableBearer, Hans Berger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hans Berger Context triple: [Berger, hasNotableBearer, Hans Berger]
-
A.
Emil Edinger
Emil Edinger is a musician best known as a member of the American rock band The Music Machine.
-
B.
Henri Gastaut
Henri Gastaut was a prominent French neurologist and epileptologist known for his major contributions to the classification and understanding of epilepsy.
-
C.
Friedrich Heinrich Lewy
Friedrich Heinrich Lewy was a German-American neurologist best known for identifying the abnormal protein aggregates in the brain that are now called Lewy bodies, a hallmark of Parkinson’s disease and related dementias.
-
D.
Heinz Hartmann
Heinz Hartmann was a pioneering Austrian-born psychoanalyst best known as a founder of ego psychology and for his influential work on the adaptive functions of the ego.
-
E.
August Forel
August Forel was a Swiss psychiatrist, neuroanatomist, and entomologist renowned for his pioneering work in brain research, hypnosis, and the study of ants.
- 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: Hans Berger Triple: [Berger, hasNotableBearer, Hans Berger]
Generated description
Hans Berger was a German psychiatrist and neurologist best known for discovering the human electroencephalogram (EEG) and pioneering the study of brain electrical activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hans Berger Target entity description: Hans Berger was a German psychiatrist and neurologist best known for discovering the human electroencephalogram (EEG) and pioneering the study of brain electrical activity.
-
A.
Emil Edinger
Emil Edinger is a musician best known as a member of the American rock band The Music Machine.
-
B.
Henri Gastaut
Henri Gastaut was a prominent French neurologist and epileptologist known for his major contributions to the classification and understanding of epilepsy.
-
C.
Friedrich Heinrich Lewy
Friedrich Heinrich Lewy was a German-American neurologist best known for identifying the abnormal protein aggregates in the brain that are now called Lewy bodies, a hallmark of Parkinson’s disease and related dementias.
-
D.
Heinz Hartmann
Heinz Hartmann was a pioneering Austrian-born psychoanalyst best known as a founder of ego psychology and for his influential work on the adaptive functions of the ego.
-
E.
August Forel
August Forel was a Swiss psychiatrist, neuroanatomist, and entomologist renowned for his pioneering work in brain research, hypnosis, and the study of ants.
- 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65389c9ac81909e61b3cbb9213e72 |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fbbdac81909bb56c3bbd80cb92 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c5aea8948190b6e5bbcea8053478 |
completed | May 16, 2026, 1:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c6846fb481908e1d5aae2c53a7ba |
completed | May 16, 2026, 1:21 a.m. |
Created at: April 10, 2026, 1:49 p.m.