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.