Triple

T225873
Position Surface form Disambiguated ID Type / Status
Subject Humboldt University of Berlin E4311 entity
Predicate hasNotableAlumni P51 FINISHED
Object Hermann Ebbinghaus
Hermann Ebbinghaus was a pioneering German psychologist best known for his experimental studies of memory and the formulation of the forgetting curve and spacing effect.
 E28816 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: Hermann Ebbinghaus | Statement: [Humboldt University of Berlin, hasNotableAlumni, Hermann Ebbinghaus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hermann Ebbinghaus
Context triple: [Humboldt University of Berlin, hasNotableAlumni, Hermann Ebbinghaus]
  • A. Herbert Feigl
    Herbert Feigl was an Austrian-American philosopher of science and mind associated with the Vienna Circle, known for advancing logical empiricism and influential theories of scientific explanation and physicalism.
  • B. Maurice Milgram
    Maurice Milgram was a French computer scientist and academic known for his contributions to pattern recognition and for supervising Yann LeCun’s doctoral research.
  • C. Hermann von Helmholtz
    Hermann von Helmholtz was a 19th-century German physician and physicist renowned for his foundational contributions to physiology, optics, acoustics, and the conservation of energy.
  • D. Emil du Bois-Reymond
    Emil du Bois-Reymond was a 19th-century German physiologist renowned for his pioneering work on bioelectricity and the physiology of the nervous system.
  • E. Eleanor Jess Atwood Gibson
    Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
  • 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: Hermann Ebbinghaus
Triple: [Humboldt University of Berlin, hasNotableAlumni, Hermann Ebbinghaus]
Generated description
Hermann Ebbinghaus was a pioneering German psychologist best known for his experimental studies of memory and the formulation of the forgetting curve and spacing effect.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hermann Ebbinghaus
Target entity description: Hermann Ebbinghaus was a pioneering German psychologist best known for his experimental studies of memory and the formulation of the forgetting curve and spacing effect.
  • A. Herbert Feigl
    Herbert Feigl was an Austrian-American philosopher of science and mind associated with the Vienna Circle, known for advancing logical empiricism and influential theories of scientific explanation and physicalism.
  • B. Maurice Milgram
    Maurice Milgram was a French computer scientist and academic known for his contributions to pattern recognition and for supervising Yann LeCun’s doctoral research.
  • C. Hermann von Helmholtz
    Hermann von Helmholtz was a 19th-century German physician and physicist renowned for his foundational contributions to physiology, optics, acoustics, and the conservation of energy.
  • D. Emil du Bois-Reymond
    Emil du Bois-Reymond was a 19th-century German physiologist renowned for his pioneering work on bioelectricity and the physiology of the nervous system.
  • E. Eleanor Jess Atwood Gibson
    Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c8d97d08190ad7c1c3e9322f34c completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3587c52c08190b7e228c9ef9dbca4 completed Feb. 28, 2026, 9:05 p.m.
NEDg Description generation batch_69a359096cac8190a9987591f62b3c00 completed Feb. 28, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_69a3594da03481909e5f7021708409dd completed Feb. 28, 2026, 9:08 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.