Triple

T21927746
Position Surface form Disambiguated ID Type / Status
Subject 82nd Illinois Infantry Regiment E541484 entity
Predicate commandedBy P1407 FINISHED
Object Friedrich Hecker
Friedrich Hecker was a German revolutionary and political refugee who became a prominent Union Army officer and leader of German-American volunteers during the American Civil War.
E1508650 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 Hecker | Statement: [82nd Illinois Infantry Regiment, commandedBy, Friedrich Hecker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Friedrich Hecker
Context triple: [82nd Illinois Infantry Regiment, commandedBy, Friedrich Hecker]
  • A. Ferdinand Lassalle
    Ferdinand Lassalle was a 19th-century German socialist political activist and theorist who played a key role in the early development of the German labor movement.
  • B. Arnold Ruge
    Arnold Ruge was a 19th-century German philosopher, political writer, and radical democrat associated with the Young Hegelians and early socialist thought.
  • C. Johann Schenck
    Johann Schenck was a Baroque-era composer and virtuoso viol player known for his chamber music and contributions to early Dutch musical culture.
  • D. Johann Most
    Johann Most was a 19th-century German-American anarchist agitator, writer, and orator known for advocating revolutionary violence and influencing the development of anarchist thought in the United States and Europe.
  • E. Otto Weitling
    Otto Weitling was a Danish architect best known for designing the modernist headquarters of Danmarks Nationalbank in Copenhagen, in collaboration with Arne Jacobsen.
  • 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 Hecker
Triple: [82nd Illinois Infantry Regiment, commandedBy, Friedrich Hecker]
Generated description
Friedrich Hecker was a German revolutionary and political refugee who became a prominent Union Army officer and leader of German-American volunteers during the American Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Friedrich Hecker
Target entity description: Friedrich Hecker was a German revolutionary and political refugee who became a prominent Union Army officer and leader of German-American volunteers during the American Civil War.
  • A. Ferdinand Lassalle
    Ferdinand Lassalle was a 19th-century German socialist political activist and theorist who played a key role in the early development of the German labor movement.
  • B. Arnold Ruge
    Arnold Ruge was a 19th-century German philosopher, political writer, and radical democrat associated with the Young Hegelians and early socialist thought.
  • C. Johann Schenck
    Johann Schenck was a Baroque-era composer and virtuoso viol player known for his chamber music and contributions to early Dutch musical culture.
  • D. Johann Most
    Johann Most was a 19th-century German-American anarchist agitator, writer, and orator known for advocating revolutionary violence and influencing the development of anarchist thought in the United States and Europe.
  • E. Otto Weitling
    Otto Weitling was a Danish architect best known for designing the modernist headquarters of Danmarks Nationalbank in Copenhagen, in collaboration with Arne Jacobsen.
  • 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_69e0c47d74488190a15119108794a307 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f123fc188481909c74fd5f1bd52258 completed April 28, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60e11d248190abc6154fa1403943 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6140743c81909546342e72fd8002 completed May 18, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61a609988190979940fe25c58c44 completed May 18, 2026, 12:47 a.m.
Created at: April 16, 2026, 7:46 p.m.