Triple

T225824
Position Surface form Disambiguated ID Type / Status
Subject Humboldt University of Berlin E4311 entity
Predicate hasNotableAlumni P51 FINISHED
Object Max Weber
Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
E28813 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: Max Weber | Statement: [Humboldt University of Berlin, hasNotableAlumni, Max Weber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Weber
Context triple: [Humboldt University of Berlin, hasNotableAlumni, Max Weber]
  • A. Pierre Bourdieu
    Pierre Bourdieu was a French sociologist and public intellectual known for his influential theories on social capital, habitus, and the reproduction of social inequality.
  • B. Herbert Marcuse
    Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
  • C. Gabriel A. Almond
    Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
  • D. William Graham Sumner
    William Graham Sumner was an influential American sociologist and classical liberal thinker known for his defense of laissez-faire economics and his association with Social Darwinist ideas in the late 19th and early 20th centuries.
  • E. Jürgen Habermas
    Jürgen Habermas is a German philosopher and social theorist known for his work on communicative rationality, the public sphere, and deliberative democracy.
  • 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: Max Weber
Triple: [Humboldt University of Berlin, hasNotableAlumni, Max Weber]
Generated description
Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Weber
Target entity description: Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
  • A. Pierre Bourdieu
    Pierre Bourdieu was a French sociologist and public intellectual known for his influential theories on social capital, habitus, and the reproduction of social inequality.
  • B. Herbert Marcuse
    Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
  • C. Gabriel A. Almond
    Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
  • D. William Graham Sumner
    William Graham Sumner was an influential American sociologist and classical liberal thinker known for his defense of laissez-faire economics and his association with Social Darwinist ideas in the late 19th and early 20th centuries.
  • E. Jürgen Habermas
    Jürgen Habermas is a German philosopher and social theorist known for his work on communicative rationality, the public sphere, and deliberative democracy.
  • 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.