Triple
T5585676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Muhlenberg |
E146748
|
entity |
| Predicate | hasFamilyName |
P18
|
FINISHED |
| Object | Muhlenberg |
E146748
|
NE FINISHED |
How this triple was built (2 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, hasFamilyName, Muhlenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg Context triple: [Frederick Muhlenberg, hasFamilyName, Muhlenberg]
-
A.
Muhlenberg
chosen
Muhlenberg is a German-origin surname notably associated with the influential American Muhlenberg family, including early political and religious leaders in the United States.
-
B.
Ligonier
Ligonier is a small historic borough in Pennsylvania known for its picturesque town square, frontier-era fort, and role as a gateway to the Laurel Highlands region.
-
C.
Duquesne
Duquesne is a French noble family name historically associated with military and colonial leadership, notably in 18th-century New France.
-
D.
Duquesne
Duquesne is a small industrial city in Allegheny County, Pennsylvania, historically known for its steel production along the Monongahela River.
-
E.
Berea
Berea is an ancient city in Macedonia, known from the New Testament as a place where early Christian missionaries, including Paul and Silas, preached and where the local Jews were commended for diligently examining the Scriptures.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0090287a08190b4098411effe970c |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020871a3c8190991f291295cadfa5 |
completed | March 22, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c059fc908c819087eb9b81fedffb4f |
completed | March 22, 2026, 9:07 p.m. |
Created at: March 22, 2026, 3:38 p.m.