Triple

T8666084
Position Surface form Disambiguated ID Type / Status
Subject D.J. Grothe E205677 entity
Predicate familyName P18 FINISHED
Object Grothe
Grothe is a surname most notably associated with D.J. Grothe, an American writer and speaker known for his work in skepticism and secularism.
 E749397 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: Grothe | Statement: [D.J. Grothe, familyName, Grothe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grothe
Context triple: [D.J. Grothe, familyName, Grothe]
  • A. Groth
    Groth is a German surname borne by various notable individuals, including actors, athletes, and academics.
  • B. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • C. Jasso
    Jasso is a locality in the Mexican state of Hidalgo, likely known as an industrial or residential community within the region.
  • D. Gasselte
    Gasselte is a village in the Dutch province of Drenthe, known for its surrounding forests, heathlands, and recreational lakes.
  • E. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • 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: Grothe
Triple: [D.J. Grothe, familyName, Grothe]
Generated description
Grothe is a surname most notably associated with D.J. Grothe, an American writer and speaker known for his work in skepticism and secularism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grothe
Target entity description: Grothe is a surname most notably associated with D.J. Grothe, an American writer and speaker known for his work in skepticism and secularism.
  • A. Groth
    Groth is a German surname borne by various notable individuals, including actors, athletes, and academics.
  • B. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • C. Jasso
    Jasso is a locality in the Mexican state of Hidalgo, likely known as an industrial or residential community within the region.
  • D. Gasselte
    Gasselte is a village in the Dutch province of Drenthe, known for its surrounding forests, heathlands, and recreational lakes.
  • E. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48a1dd1481908c56abca48fcd562 completed March 31, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd1592788190a882fb7218f95807 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8e5afc8190912b6eb9c80dd073 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf8ee4f48190bb901e35ade91b6c completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:31 p.m.