Triple

T9986972
Position Surface form Disambiguated ID Type / Status
Subject Ferdinand Porsche E196792 entity
Predicate employer P7 FINISHED
Object Lohner-Werke
Lohner-Werke was an Austrian vehicle manufacturer best known for producing early electric and hybrid cars, including pioneering designs by Ferdinand Porsche.
 E833591 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: Lohner-Werke | Statement: [Ferdinand Porsche, employer, Lohner-Werke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lohner-Werke
Context triple: [Ferdinand Porsche, employer, Lohner-Werke]
  • A. Borsigwerke
    Borsigwerke is a Berlin U-Bahn station on line U6 serving the Tegel district in the city’s northwest.
  • B. Gothaer Waggonfabrik
    Gothaer Waggonfabrik was a German industrial company best known for producing military aircraft, including heavy bombers, during World War I.
  • C. Maschinenbau-Anstalt Borsig
    Maschinenbau-Anstalt Borsig was a prominent 19th-century German engineering and locomotive manufacturing company that became one of Europe’s leading producers of steam locomotives.
  • D. Borsig
    Borsig is a German surname most prominently associated with August Borsig, a 19th-century industrialist and locomotive manufacturer.
  • E. Steyr-Daimler-Puch
    Steyr-Daimler-Puch was a major Austrian industrial conglomerate best known for producing firearms, vehicles, and machinery throughout the 20th century.
  • 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: Lohner-Werke
Triple: [Ferdinand Porsche, employer, Lohner-Werke]
Generated description
Lohner-Werke was an Austrian vehicle manufacturer best known for producing early electric and hybrid cars, including pioneering designs by Ferdinand Porsche.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lohner-Werke
Target entity description: Lohner-Werke was an Austrian vehicle manufacturer best known for producing early electric and hybrid cars, including pioneering designs by Ferdinand Porsche.
  • A. Borsigwerke
    Borsigwerke is a Berlin U-Bahn station on line U6 serving the Tegel district in the city’s northwest.
  • B. Gothaer Waggonfabrik
    Gothaer Waggonfabrik was a German industrial company best known for producing military aircraft, including heavy bombers, during World War I.
  • C. Maschinenbau-Anstalt Borsig
    Maschinenbau-Anstalt Borsig was a prominent 19th-century German engineering and locomotive manufacturing company that became one of Europe’s leading producers of steam locomotives.
  • D. Borsig
    Borsig is a German surname most prominently associated with August Borsig, a 19th-century industrialist and locomotive manufacturer.
  • E. Steyr-Daimler-Puch
    Steyr-Daimler-Puch was a major Austrian industrial conglomerate best known for producing firearms, vehicles, and machinery throughout the 20th century.
  • 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_69ca82f1678c819093d06320a05f16a4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdc79c8b80819091dc16ac8fd0c720 completed April 2, 2026, 1:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d258078488819086a58db79075e2b9 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d258f0e91881909fdda5a5f3e50d29 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259bf38b08190b059dd7bd42d8862 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:50 p.m.