Triple
T261594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John A. Roebling |
E5551
|
entity |
| Predicate | residence |
P75
|
FINISHED |
| Object |
Saxonsburg, Pennsylvania, United States
Saxonsburg, Pennsylvania, United States, is a small borough in Butler County best known as the early home of civil engineer John A. Roebling, designer of the Brooklyn Bridge.
|
E34797
|
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: Saxonsburg, Pennsylvania, United States | Statement: [John A. Roebling, residence, Saxonsburg, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saxonsburg, Pennsylvania, United States Context triple: [John A. Roebling, residence, Saxonsburg, Pennsylvania, United States]
-
A.
Susquehanna, Pennsylvania, United States
Susquehanna, Pennsylvania, United States, is a small borough in Susquehanna County best known as the birthplace of influential behaviorist psychologist B. F. Skinner.
-
B.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
C.
Scottdale, Pennsylvania
Scottdale, Pennsylvania is a small borough in Westmoreland County known historically for its role in the region’s coal and coke industries.
-
D.
Uniontown, Pennsylvania, United States
Uniontown, Pennsylvania, United States, is a small city in Fayette County best known as the birthplace of U.S. Army General and statesman George C. Marshall.
-
E.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
- 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: Saxonsburg, Pennsylvania, United States Triple: [John A. Roebling, residence, Saxonsburg, Pennsylvania, United States]
Generated description
Saxonsburg, Pennsylvania, United States, is a small borough in Butler County best known as the early home of civil engineer John A. Roebling, designer of the Brooklyn Bridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saxonsburg, Pennsylvania, United States Target entity description: Saxonsburg, Pennsylvania, United States, is a small borough in Butler County best known as the early home of civil engineer John A. Roebling, designer of the Brooklyn Bridge.
-
A.
Susquehanna, Pennsylvania, United States
Susquehanna, Pennsylvania, United States, is a small borough in Susquehanna County best known as the birthplace of influential behaviorist psychologist B. F. Skinner.
-
B.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
C.
Scottdale, Pennsylvania
Scottdale, Pennsylvania is a small borough in Westmoreland County known historically for its role in the region’s coal and coke industries.
-
D.
Uniontown, Pennsylvania, United States
Uniontown, Pennsylvania, United States, is a small city in Fayette County best known as the birthplace of U.S. Army General and statesman George C. Marshall.
-
E.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
- 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25d7428dc8190ae12b12a21fcc6cb |
completed | Feb. 28, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38b8ca1f08190a13733c03b9161f9 |
completed | March 1, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69a38bcc7d3c8190a2a1216f58631c5c |
completed | March 1, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38c56810c8190922ad62014393734 |
completed | March 1, 2026, 12:46 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.