Triple

T17182201
Position Surface form Disambiguated ID Type / Status
Subject Suhrkamp Verlag E417009 entity
Predicate hasSeries P1761 FINISHED
Object stw (Suhrkamp Taschenbuch Wissenschaft)
stw (Suhrkamp Taschenbuch Wissenschaft) is a renowned German paperback academic book series known for publishing influential works in the humanities and social sciences.
E1254740 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: stw (Suhrkamp Taschenbuch Wissenschaft) | Statement: [Suhrkamp Verlag, hasSeries, stw (Suhrkamp Taschenbuch Wissenschaft)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: stw (Suhrkamp Taschenbuch Wissenschaft)
Context triple: [Suhrkamp Verlag, hasSeries, stw (Suhrkamp Taschenbuch Wissenschaft)]
  • A. The Life Scientific
    The Life Scientific is a BBC Radio 4 interview series in which physicist Jim Al-Khalili talks to leading scientists about their life stories, research, and the impact of their work.
  • B. La Vérité des sciences
    La Vérité des sciences is a 17th-century philosophical treatise by Marin Mersenne that defends the reliability of scientific knowledge against skepticism and reconciles it with Christian theology.
  • C. Wesenslogik
    Wesenslogik is the German title of Hegel’s “Doctrine of Essence,” the central middle section of his *Science of Logic* that analyzes reflection, appearance, and the structures underlying being.
  • D. Bir Bilim Adamının Romanı
    Bir Bilim Adamının Romanı is a biographical novel by Turkish author Oğuz Atay that portrays the life and intellectual journey of scientist Mustafa İnan.
  • E. Zeit und Wissen
    Zeit und Wissen is a philosophical work by Carl Friedrich von Weizsäcker that explores the relationship between time, knowledge, and modern science.
  • 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: stw (Suhrkamp Taschenbuch Wissenschaft)
Triple: [Suhrkamp Verlag, hasSeries, stw (Suhrkamp Taschenbuch Wissenschaft)]
Generated description
stw (Suhrkamp Taschenbuch Wissenschaft) is a renowned German paperback academic book series known for publishing influential works in the humanities and social sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: stw (Suhrkamp Taschenbuch Wissenschaft)
Target entity description: stw (Suhrkamp Taschenbuch Wissenschaft) is a renowned German paperback academic book series known for publishing influential works in the humanities and social sciences.
  • A. The Life Scientific
    The Life Scientific is a BBC Radio 4 interview series in which physicist Jim Al-Khalili talks to leading scientists about their life stories, research, and the impact of their work.
  • B. La Vérité des sciences
    La Vérité des sciences is a 17th-century philosophical treatise by Marin Mersenne that defends the reliability of scientific knowledge against skepticism and reconciles it with Christian theology.
  • C. Wesenslogik
    Wesenslogik is the German title of Hegel’s “Doctrine of Essence,” the central middle section of his *Science of Logic* that analyzes reflection, appearance, and the structures underlying being.
  • D. Bir Bilim Adamının Romanı
    Bir Bilim Adamının Romanı is a biographical novel by Turkish author Oğuz Atay that portrays the life and intellectual journey of scientist Mustafa İnan.
  • E. Zeit und Wissen
    Zeit und Wissen is a philosophical work by Carl Friedrich von Weizsäcker that explores the relationship between time, knowledge, and modern science.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d934ec08190acc47073758ac3c0 completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a014847a19481909b1249c2fe428bfc completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014cf269b48190bf58eb71a9fec897 completed May 11, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_6a014d5d10b4819086969145c2d4fb56 completed May 11, 2026, 3:30 a.m.
Created at: April 10, 2026, 5:37 a.m.