Triple
T18985529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles M. Schwab |
E464545
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object |
Williamsburg, Pennsylvania, United States
Williamsburg, Pennsylvania, United States, is a small borough in Blair County best known as the birthplace of industrialist Charles M. Schwab.
|
E1352430
|
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: Williamsburg, Pennsylvania, United States | Statement: [Charles M. Schwab, birthPlace, Williamsburg, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamsburg, Pennsylvania, United States Context triple: [Charles M. Schwab, birthPlace, Williamsburg, Pennsylvania, United States]
-
A.
New Castle, Pennsylvania
New Castle, Pennsylvania is a small city in western Pennsylvania known historically for its steel and tinplate industries and as part of the greater Pittsburgh metropolitan area.
-
B.
Jamestown, Pennsylvania
Jamestown, Pennsylvania is a small borough in western Pennsylvania known for its rural character and proximity to Pymatuning State Park and Reservoir.
-
C.
Chesapeake City, Maryland
Chesapeake City, Maryland is a small historic town on the Chesapeake & Delaware Canal known for its 19th-century architecture, waterfront views, and role as a canal community in northeastern Maryland.
-
D.
Pennsburg, Pennsylvania
Pennsburg, Pennsylvania is a small borough in southeastern Pennsylvania that forms part of the Upper Perkiomen Valley community.
-
E.
Wrightsville, Pennsylvania
Wrightsville, Pennsylvania is a small borough along the Susquehanna River known for its historic role in the Civil War and its iconic Columbia–Wrightsville Bridge.
- 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: Williamsburg, Pennsylvania, United States Triple: [Charles M. Schwab, birthPlace, Williamsburg, Pennsylvania, United States]
Generated description
Williamsburg, Pennsylvania, United States, is a small borough in Blair County best known as the birthplace of industrialist Charles M. Schwab.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williamsburg, Pennsylvania, United States Target entity description: Williamsburg, Pennsylvania, United States, is a small borough in Blair County best known as the birthplace of industrialist Charles M. Schwab.
-
A.
New Castle, Pennsylvania
New Castle, Pennsylvania is a small city in western Pennsylvania known historically for its steel and tinplate industries and as part of the greater Pittsburgh metropolitan area.
-
B.
Jamestown, Pennsylvania
Jamestown, Pennsylvania is a small borough in western Pennsylvania known for its rural character and proximity to Pymatuning State Park and Reservoir.
-
C.
Chesapeake City, Maryland
Chesapeake City, Maryland is a small historic town on the Chesapeake & Delaware Canal known for its 19th-century architecture, waterfront views, and role as a canal community in northeastern Maryland.
-
D.
Pennsburg, Pennsylvania
Pennsburg, Pennsylvania is a small borough in southeastern Pennsylvania that forms part of the Upper Perkiomen Valley community.
-
E.
Wrightsville, Pennsylvania
Wrightsville, Pennsylvania is a small borough along the Susquehanna River known for its historic role in the Civil War and its iconic Columbia–Wrightsville Bridge.
- 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_69d8dd008af48190a97ff1c6488edf1b |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d65f7f08819088f56e8e030851b1 |
completed | April 20, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05ad4717f48190a950ac569b8bcf12 |
completed | May 14, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_6a05aedf05c4819096ac6a61ada4b310 |
completed | May 14, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05afe523208190a97142cd8e3b887b |
completed | May 14, 2026, 11:20 a.m. |
Created at: April 10, 2026, 12:01 p.m.