Triple

T9622583
Position Surface form Disambiguated ID Type / Status
Subject Karl Helfferich E232379 entity
Predicate familyName P18 FINISHED
Object Helfferich
Helfferich is a German surname most notably associated with Karl Helfferich, an influential early 20th-century economist and politician in the German Empire.
 E809811 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: Helfferich | Statement: [Karl Helfferich, familyName, Helfferich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helfferich
Context triple: [Karl Helfferich, familyName, Helfferich]
  • A. Hufstedler
    Hufstedler is the surname of Shirley Hufstedler, a prominent American judge and the first U.S. Secretary of Education.
  • B. Helfrich
    Helfrich is a German-origin surname borne by various notable individuals across fields such as sports, science, and the arts.
  • C. Heissler
    Heissler is a German-language surname most notably associated with the animated character Klaus Heissler from the television series "American Dad!".
  • D. Hibler
    Hibler is a surname most notably associated with Winston Hibler, an American screenwriter, producer, and narrator known for his work on Walt Disney nature documentaries and animated films.
  • E. Foltz
    Foltz is a surname most notably associated with Clara Shortridge Foltz, a pioneering American lawyer and women’s rights advocate.
  • 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: Helfferich
Triple: [Karl Helfferich, familyName, Helfferich]
Generated description
Helfferich is a German surname most notably associated with Karl Helfferich, an influential early 20th-century economist and politician in the German Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helfferich
Target entity description: Helfferich is a German surname most notably associated with Karl Helfferich, an influential early 20th-century economist and politician in the German Empire.
  • A. Hufstedler
    Hufstedler is the surname of Shirley Hufstedler, a prominent American judge and the first U.S. Secretary of Education.
  • B. Helfrich
    Helfrich is a German-origin surname borne by various notable individuals across fields such as sports, science, and the arts.
  • C. Heissler
    Heissler is a German-language surname most notably associated with the animated character Klaus Heissler from the television series "American Dad!".
  • D. Hibler
    Hibler is a surname most notably associated with Winston Hibler, an American screenwriter, producer, and narrator known for his work on Walt Disney nature documentaries and animated films.
  • E. Foltz
    Foltz is a surname most notably associated with Clara Shortridge Foltz, a pioneering American lawyer and women’s rights advocate.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9ad505588190b8c81ce09f1904ec completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1797386d88190bc1d9309ecc1b4fb completed April 4, 2026, 8:49 p.m.
NEDg Description generation batch_69d17a0d603881908066d61fff1d2fda completed April 4, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69d17a769b608190b49ad82b35cf1b44 completed April 4, 2026, 8:54 p.m.
Created at: March 30, 2026, 8:10 p.m.