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.