Triple

T11671975
Position Surface form Disambiguated ID Type / Status
Subject Hat Factory Luckenwalde E277403 entity
Predicate builtFor P1261 FINISHED
Object Julius Herrmann hat factory
Julius Herrmann hat factory was a prominent German industrial enterprise known for manufacturing hats in Luckenwalde during the late 19th and early 20th centuries.
 E940194 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: Julius Herrmann hat factory | Statement: [Hat Factory Luckenwalde, builtFor, Julius Herrmann hat factory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Julius Herrmann hat factory
Context triple: [Hat Factory Luckenwalde, builtFor, Julius Herrmann hat factory]
  • A. Johann Hartmann (composer)
    Johann Hartmann was an 18th-century Danish-German composer best known for his contributions to early Danish opera and theatrical music.
  • B. Karl Amadeus Hartmann
    Karl Amadeus Hartmann was a 20th-century German composer known for his politically charged, modernist works and his internal exile in Nazi Germany.
  • C. Hanns Hörbiger
    Hanns Hörbiger was an Austrian engineer and inventor best known for creating the discredited cosmological doctrine known as the "World Ice Theory."
  • D. Hanns Eisler
    Hanns Eisler was an Austrian-born composer known for his politically engaged music, collaborations with Bertolt Brecht, and contributions to both concert music and film scores, including the national anthem of East Germany.
  • E. Kurt Weill
    Kurt Weill was a German-American composer best known for his innovative theater and opera works, including "The Threepenny Opera," which blended classical, jazz, and popular styles.
  • 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: Julius Herrmann hat factory
Triple: [Hat Factory Luckenwalde, builtFor, Julius Herrmann hat factory]
Generated description
Julius Herrmann hat factory was a prominent German industrial enterprise known for manufacturing hats in Luckenwalde during the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Julius Herrmann hat factory
Target entity description: Julius Herrmann hat factory was a prominent German industrial enterprise known for manufacturing hats in Luckenwalde during the late 19th and early 20th centuries.
  • A. Johann Hartmann (composer)
    Johann Hartmann was an 18th-century Danish-German composer best known for his contributions to early Danish opera and theatrical music.
  • B. Karl Amadeus Hartmann
    Karl Amadeus Hartmann was a 20th-century German composer known for his politically charged, modernist works and his internal exile in Nazi Germany.
  • C. Hanns Hörbiger
    Hanns Hörbiger was an Austrian engineer and inventor best known for creating the discredited cosmological doctrine known as the "World Ice Theory."
  • D. Hanns Eisler
    Hanns Eisler was an Austrian-born composer known for his politically engaged music, collaborations with Bertolt Brecht, and contributions to both concert music and film scores, including the national anthem of East Germany.
  • E. Kurt Weill
    Kurt Weill was a German-American composer best known for his innovative theater and opera works, including "The Threepenny Opera," which blended classical, jazz, and popular styles.
  • 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_69d6aafd0a448190b44da30af8c6c519 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a44264c08190ba1a4a5bcdc9367b completed April 10, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef13d3a8608190a084d8bbcac4f924 completed April 27, 2026, 7:44 a.m.
NEDg Description generation batch_69ef3551b9a88190a9b30bcb2592628b completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef51c17078819083f05036f290ce09 completed April 27, 2026, 12:08 p.m.
Created at: April 8, 2026, 9:40 p.m.