Triple

T10436691
Position Surface form Disambiguated ID Type / Status
Subject Battle of Liège E246060 entity
Predicate commanderForGermany P1197 FINISHED
Object Otto von Emmich
Otto von Emmich was a German general best known for leading the early World War I assault on the Belgian fortress city of Liège in 1914.
E904819 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: Otto von Emmich | Statement: [Battle of Liège, commanderForGermany, Otto von Emmich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Otto von Emmich
Context triple: [Battle of Liège, commanderForGermany, Otto von Emmich]
  • A. Karl-Wilhelm von Schlieben
    Karl-Wilhelm von Schlieben was a German Wehrmacht general during World War II who held several divisional and corps commands on both the Eastern and Western Fronts.
  • B. Otto von Lossow
    Otto von Lossow was a Bavarian army officer and Reichswehr general who played a key role in the political tensions surrounding the early Weimar Republic, including events leading up to and during the Beer Hall Putsch.
  • C. Otto Bernhardt
    Otto Bernhardt is a central character in the TV series "Sneaky Pete," serving as the tough but caring patriarch of the Bernhardt family whose bail bond business becomes entangled in the show's cons and criminal schemes.
  • D. Hans Freiherr von und zu Aufseß
    Hans Freiherr von und zu Aufseß was a 19th-century German baron and antiquarian best known for his pioneering efforts in preserving German cultural heritage and establishing major historical collections.
  • E. Max von Gallwitz
    Max von Gallwitz was a German general of World War I who held several high-level field commands on the Western and Eastern Fronts.
  • 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: Otto von Emmich
Triple: [Battle of Liège, commanderForGermany, Otto von Emmich]
Generated description
Otto von Emmich was a German general best known for leading the early World War I assault on the Belgian fortress city of Liège in 1914.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Otto von Emmich
Target entity description: Otto von Emmich was a German general best known for leading the early World War I assault on the Belgian fortress city of Liège in 1914.
  • A. Karl-Wilhelm von Schlieben
    Karl-Wilhelm von Schlieben was a German Wehrmacht general during World War II who held several divisional and corps commands on both the Eastern and Western Fronts.
  • B. Otto von Lossow
    Otto von Lossow was a Bavarian army officer and Reichswehr general who played a key role in the political tensions surrounding the early Weimar Republic, including events leading up to and during the Beer Hall Putsch.
  • C. Otto Bernhardt
    Otto Bernhardt is a central character in the TV series "Sneaky Pete," serving as the tough but caring patriarch of the Bernhardt family whose bail bond business becomes entangled in the show's cons and criminal schemes.
  • D. Hans Freiherr von und zu Aufseß
    Hans Freiherr von und zu Aufseß was a 19th-century German baron and antiquarian best known for his pioneering efforts in preserving German cultural heritage and establishing major historical collections.
  • E. Max von Gallwitz
    Max von Gallwitz was a German general of World War I who held several high-level field commands on the Western and Eastern Fronts.
  • 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_69d381bf3dc08190bf35a2643e4e8f22 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea853c308190be95ae8dffe67ac1 completed April 7, 2026, 11:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3e6afdf0c8190924cb14512a89ee8 completed April 18, 2026, 8:16 p.m.
NEDg Description generation batch_69e3f01f9d048190b553184f0f6ce29c completed April 18, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69e3f3fef9308190b0354ed436c32e4c completed April 18, 2026, 9:13 p.m.
Created at: April 6, 2026, 12:14 p.m.