Triple

T19128722
Position Surface form Disambiguated ID Type / Status
Subject Orator Shafer E468256 entity
Predicate familyName P18 FINISHED
Object Shafer
Shafer is a surname most notably associated with Orator Shafer, a 19th-century American professional baseball player known for his strong throwing arm and defensive skills.
 E1359765 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: Shafer | Statement: [Orator Shafer, familyName, Shafer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shafer
Context triple: [Orator Shafer, familyName, Shafer]
  • A. Schafer
    Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
  • B. Schaffer
    Schaffer is a surname most notably associated with Akiva Schaffer, an American comedian, writer, and director known for his work with The Lonely Island and on Saturday Night Live.
  • C. Schaeffer
    Schaeffer is a surname most prominently associated with Francis Schaeffer, a 20th-century American evangelical theologian, philosopher, and Presbyterian pastor known for his influential writings on Christianity and culture.
  • D. 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.
  • E. Shanly
    Shanly is a small rural community located within the Township of South Dundas in eastern Ontario, Canada.
  • 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: Shafer
Triple: [Orator Shafer, familyName, Shafer]
Generated description
Shafer is a surname most notably associated with Orator Shafer, a 19th-century American professional baseball player known for his strong throwing arm and defensive skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shafer
Target entity description: Shafer is a surname most notably associated with Orator Shafer, a 19th-century American professional baseball player known for his strong throwing arm and defensive skills.
  • A. Schafer
    Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
  • B. Schaffer
    Schaffer is a surname most notably associated with Akiva Schaffer, an American comedian, writer, and director known for his work with The Lonely Island and on Saturday Night Live.
  • C. Schaeffer
    Schaeffer is a surname most prominently associated with Francis Schaeffer, a 20th-century American evangelical theologian, philosopher, and Presbyterian pastor known for his influential writings on Christianity and culture.
  • D. 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.
  • E. Shanly
    Shanly is a small rural community located within the Township of South Dundas in eastern Ontario, Canada.
  • 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_69d8dd0796a48190b34ce4cd9d3f3be5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3cf8d348190b27fc7d7d39f46f1 completed April 20, 2026, 8:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e67b296c81909818a4c71380fa98 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9aaa85c81909bdc81145d415716 completed May 14, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_6a05ea46a9588190846c5a1b8f2bfc12 completed May 14, 2026, 3:29 p.m.
Created at: April 10, 2026, 12:05 p.m.