Triple

T3769666
Position Surface form Disambiguated ID Type / Status
Subject Walter Eucken E82764 entity
Predicate doctoralAdvisor P167 FINISHED
Object Franz Oppenheimer
Franz Oppenheimer was a German sociologist and political economist known for his influential work on the sociology of the state and for advocating a liberal, cooperative form of socialism.
E717598 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: Franz Oppenheimer | Statement: [Walter Eucken, doctoralAdvisor, Franz Oppenheimer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franz Oppenheimer
Context triple: [Walter Eucken, doctoralAdvisor, Franz Oppenheimer]
  • A. Oskar Fischer
    Oskar Fischer was a German neurologist and psychiatrist known for his early research on dementia and the pathological changes associated with Alzheimer’s disease.
  • B. Otto Rosenfeld
    Otto Rosenfeld, better known as Otto Rank, was an influential Austrian psychoanalyst and close early collaborator of Sigmund Freud who became a pioneering theorist of creativity, will, and the psychology of birth trauma.
  • C. Heinrich Stern
    Heinrich Stern was a physician and medical leader best known for founding the American College of Physicians, a major professional organization for internists in the United States.
  • D. Theodor Scherer
    Theodor Scherer was a German Wehrmacht general during World War II, known for commanding encircled forces on the Eastern Front, particularly in defensive battles against Soviet offensives.
  • E. Friedrich Weiss
    Friedrich Weiss is a personal name that may refer to multiple individuals, typically of German-speaking origin, rather than a single widely recognized historical or public figure.
  • 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: Franz Oppenheimer
Triple: [Walter Eucken, doctoralAdvisor, Franz Oppenheimer]
Generated description
Franz Oppenheimer was a German sociologist and political economist known for his influential work on the sociology of the state and for advocating a liberal, cooperative form of socialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franz Oppenheimer
Target entity description: Franz Oppenheimer was a German sociologist and political economist known for his influential work on the sociology of the state and for advocating a liberal, cooperative form of socialism.
  • A. Oskar Fischer
    Oskar Fischer was a German neurologist and psychiatrist known for his early research on dementia and the pathological changes associated with Alzheimer’s disease.
  • B. Otto Rosenfeld
    Otto Rosenfeld, better known as Otto Rank, was an influential Austrian psychoanalyst and close early collaborator of Sigmund Freud who became a pioneering theorist of creativity, will, and the psychology of birth trauma.
  • C. Heinrich Stern
    Heinrich Stern was a physician and medical leader best known for founding the American College of Physicians, a major professional organization for internists in the United States.
  • D. Theodor Scherer
    Theodor Scherer was a German Wehrmacht general during World War II, known for commanding encircled forces on the Eastern Front, particularly in defensive battles against Soviet offensives.
  • E. Friedrich Weiss
    Friedrich Weiss is a personal name that may refer to multiple individuals, typically of German-speaking origin, rather than a single widely recognized historical or public figure.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcc2f016c81909c2e3c85dbc3c259 completed March 8, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ccec1cb5d48190ac9f6ad5920403f1 completed April 1, 2026, 9:57 a.m.
NEDg Description generation batch_69ccf0982f4481908e2a59424fdf470f completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd051913708190a83f925cf0cbbaa1 completed April 1, 2026, 11:44 a.m.
Created at: March 8, 2026, 3:35 p.m.