Triple
T1264408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Muhlenberg |
E12568
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Trappe, Pennsylvania
Trappe, Pennsylvania is a small historic borough in Montgomery County known as the birthplace and home of early American political leader Frederick Muhlenberg.
|
E158891
|
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: Trappe, Pennsylvania | Statement: [Frederick Muhlenberg, placeOfBirth, Trappe, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trappe, Pennsylvania Context triple: [Frederick Muhlenberg, placeOfBirth, Trappe, Pennsylvania]
-
A.
Trappe, Maryland
Trappe, Maryland is a small historic town on Maryland’s Eastern Shore known for its rural character and colonial-era roots.
-
B.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
C.
Germantown, Pennsylvania
Germantown, Pennsylvania is a historic neighborhood in northwest Philadelphia known for its colonial-era sites and role in early American history.
-
D.
Doylestown, Pennsylvania
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
E.
Braddock, Pennsylvania
Braddock, Pennsylvania is a historic industrial town near Pittsburgh best known as the site of Andrew Carnegie’s first steel mill and a key early center of the American steel industry.
- 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: Trappe, Pennsylvania Triple: [Frederick Muhlenberg, placeOfBirth, Trappe, Pennsylvania]
Generated description
Trappe, Pennsylvania is a small historic borough in Montgomery County known as the birthplace and home of early American political leader Frederick Muhlenberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trappe, Pennsylvania Target entity description: Trappe, Pennsylvania is a small historic borough in Montgomery County known as the birthplace and home of early American political leader Frederick Muhlenberg.
-
A.
Trappe, Maryland
Trappe, Maryland is a small historic town on Maryland’s Eastern Shore known for its rural character and colonial-era roots.
-
B.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
C.
Germantown, Pennsylvania
Germantown, Pennsylvania is a historic neighborhood in northwest Philadelphia known for its colonial-era sites and role in early American history.
-
D.
Doylestown, Pennsylvania
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
E.
Braddock, Pennsylvania
Braddock, Pennsylvania is a historic industrial town near Pittsburgh best known as the site of Andrew Carnegie’s first steel mill and a key early center of the American steel industry.
- 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_69acd470b044819087e0adfd137ff037 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd7aa69d8819084e154ac82a9ff3c |
completed | March 8, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd7fc5410819092a0c83c89a7c397 |
completed | March 8, 2026, 1:59 a.m. |
Created at: March 1, 2026, 7:50 p.m.