Triple

T13758180
Position Surface form Disambiguated ID Type / Status
Subject Stahl E330529 entity
Predicate hasNotableBearer P458 FINISHED
Object Friedrich Julius Stahl
Friedrich Julius Stahl was a 19th-century German legal philosopher and conservative political theorist known for his influential work on constitutional law and his role in shaping Prussian conservatism.
E1059662 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: Friedrich Julius Stahl | Statement: [Stahl, hasNotableBearer, Friedrich Julius Stahl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friedrich Julius Stahl
Context triple: [Stahl, hasNotableBearer, Friedrich Julius Stahl]
  • A. Heinrich von Liebieg
    Heinrich von Liebieg was a prominent German industrialist and art patron whose collection and philanthropy significantly supported cultural institutions in Germany.
  • B. Bernhard Nessler
    Bernhard Nessler is a researcher in machine learning and generative modeling, known for co-introducing the Fréchet Inception Distance (FID) metric used to evaluate the quality of generated images.
  • C. Wilhelm Richter
    Wilhelm Richter was a German Wehrmacht general who commanded the 716th Infantry Division defending the Normandy coast during the Allied D-Day landings in World War II.
  • D. Hermann Carl Vogel
    Hermann Carl Vogel was a 19th-century German astronomer renowned for pioneering spectroscopic methods to measure the radial velocities of stars.
  • E. Lodewijk Meyer
    Lodewijk Meyer was a 17th-century Dutch physician, philosopher, and close associate of Baruch Spinoza, known for his role in the early Dutch Enlightenment and contributions to rationalist thought.
  • 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: Friedrich Julius Stahl
Triple: [Stahl, hasNotableBearer, Friedrich Julius Stahl]
Generated description
Friedrich Julius Stahl was a 19th-century German legal philosopher and conservative political theorist known for his influential work on constitutional law and his role in shaping Prussian conservatism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friedrich Julius Stahl
Target entity description: Friedrich Julius Stahl was a 19th-century German legal philosopher and conservative political theorist known for his influential work on constitutional law and his role in shaping Prussian conservatism.
  • A. Heinrich von Liebieg
    Heinrich von Liebieg was a prominent German industrialist and art patron whose collection and philanthropy significantly supported cultural institutions in Germany.
  • B. Bernhard Nessler
    Bernhard Nessler is a researcher in machine learning and generative modeling, known for co-introducing the Fréchet Inception Distance (FID) metric used to evaluate the quality of generated images.
  • C. Wilhelm Richter
    Wilhelm Richter was a German Wehrmacht general who commanded the 716th Infantry Division defending the Normandy coast during the Allied D-Day landings in World War II.
  • D. Hermann Carl Vogel
    Hermann Carl Vogel was a 19th-century German astronomer renowned for pioneering spectroscopic methods to measure the radial velocities of stars.
  • E. Lodewijk Meyer
    Lodewijk Meyer was a 17th-century Dutch physician, philosopher, and close associate of Baruch Spinoza, known for his role in the early Dutch Enlightenment and contributions to rationalist thought.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de022286b481908f8a801042743512 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a85dfa6881908da90886db4aa1bb completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:09 p.m.