Triple

T1264403
Position Surface form Disambiguated ID Type / Status
Subject Frederick Muhlenberg E12568 entity
Predicate familyName P18 FINISHED
Object Muhlenberg
Muhlenberg is a German-origin surname notably associated with the influential American Muhlenberg family, including early political and religious leaders in the United States.
E146748 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: Muhlenberg | Statement: [Frederick Muhlenberg, familyName, Muhlenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muhlenberg
Context triple: [Frederick Muhlenberg, familyName, Muhlenberg]
  • A. McDouglas
    McDouglas is a less common Scottish-derived surname variant of Douglas, typically indicating "son of Douglas."
  • B. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • C. Third Creek
    Third Creek is a stream in the Lake Tahoe Basin that serves as one of the tributaries feeding water into Lake Tahoe.
  • D. Kenesaw
    Kenesaw is the distinctive first name of Kenesaw Mountain Landis, the powerful early 20th-century commissioner of Major League Baseball known for restoring the sport’s integrity after the Black Sox Scandal.
  • E. Hocking River Valley
    The Hocking River Valley is a scenic Appalachian river valley in southeastern Ohio known for its rolling hills, forests, and the college town of Athens.
  • 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: Muhlenberg
Triple: [Frederick Muhlenberg, familyName, Muhlenberg]
Generated description
Muhlenberg is a German-origin surname notably associated with the influential American Muhlenberg family, including early political and religious leaders in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muhlenberg
Target entity description: Muhlenberg is a German-origin surname notably associated with the influential American Muhlenberg family, including early political and religious leaders in the United States.
  • A. McDouglas
    McDouglas is a less common Scottish-derived surname variant of Douglas, typically indicating "son of Douglas."
  • B. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • C. Third Creek
    Third Creek is a stream in the Lake Tahoe Basin that serves as one of the tributaries feeding water into Lake Tahoe.
  • D. Kenesaw
    Kenesaw is the distinctive first name of Kenesaw Mountain Landis, the powerful early 20th-century commissioner of Major League Baseball known for restoring the sport’s integrity after the Black Sox Scandal.
  • E. Hocking River Valley
    The Hocking River Valley is a scenic Appalachian river valley in southeastern Ohio known for its rolling hills, forests, and the college town of Athens.
  • 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_69a4933352e08190ac617291985e76c0 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4c03573a48190b5851f0a734c2d6f completed March 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2f1d1008190bd86948eb1b35b2d completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca76c18d081908154d2a04c7a3328 completed March 7, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69aca7d3c740819084c87134e5818455 completed March 7, 2026, 10:33 p.m.
Created at: March 1, 2026, 7:50 p.m.