Triple

T4732860
Position Surface form Disambiguated ID Type / Status
Subject Gerd Arntz E105052 entity
Predicate familyName P18 FINISHED
Object Arntz
Arntz is a German surname most notably associated with Gerd Arntz, a 20th-century graphic designer and artist known for his influential pictogram and isotype work.
 E465354 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: Arntz | Statement: [Gerd Arntz, familyName, Arntz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arntz
Context triple: [Gerd Arntz, familyName, Arntz]
  • A. Nortrup
    Nortrup is a small municipality in Lower Saxony, Germany, situated within the Artland region.
  • B. Letzel
    Letzel is a German-language surname most notably borne by Czech architect Jan Letzel, designer of Hiroshima’s iconic A-Bomb Dome.
  • C. Count Andrenyi
    Count Andrenyi is a fictional Hungarian nobleman and one of the key suspects in Agatha Christie's classic Hercule Poirot detective novel "Murder on the Orient Express."
  • D. Van Brunt
    Van Brunt is the surname of Brom Bones, the boisterous rival of Ichabod Crane in Washington Irving’s “The Legend of Sleepy Hollow.”
  • E. Randolf
    Randolf is a surname most notably associated with Danish-American silent film actor Anders Randolf.
  • 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: Arntz
Triple: [Gerd Arntz, familyName, Arntz]
Generated description
Arntz is a German surname most notably associated with Gerd Arntz, a 20th-century graphic designer and artist known for his influential pictogram and isotype work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arntz
Target entity description: Arntz is a German surname most notably associated with Gerd Arntz, a 20th-century graphic designer and artist known for his influential pictogram and isotype work.
  • A. Nortrup
    Nortrup is a small municipality in Lower Saxony, Germany, situated within the Artland region.
  • B. Letzel
    Letzel is a German-language surname most notably borne by Czech architect Jan Letzel, designer of Hiroshima’s iconic A-Bomb Dome.
  • C. Count Andrenyi
    Count Andrenyi is a fictional Hungarian nobleman and one of the key suspects in Agatha Christie's classic Hercule Poirot detective novel "Murder on the Orient Express."
  • D. Van Brunt
    Van Brunt is the surname of Brom Bones, the boisterous rival of Ichabod Crane in Washington Irving’s “The Legend of Sleepy Hollow.”
  • E. Randolf
    Randolf is a surname most notably associated with Danish-American silent film actor Anders Randolf.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6466354481908595f5bb56025cdb completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10acf7488190946b31f95114d459 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1502bbb4819094c27231dc6a9762 completed March 21, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69be15ba6dac8190b37130ba0a9209c3 completed March 21, 2026, 3:51 a.m.
Created at: March 20, 2026, 1:19 p.m.