Triple
T7913110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David S. Kaufman |
E183747
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Boiling Springs, Pennsylvania
Boiling Springs, Pennsylvania is a small historic village in Cumberland County known for its natural springs, scenic lake, and role along the Appalachian Trail.
|
E698400
|
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: Boiling Springs, Pennsylvania | Statement: [David S. Kaufman, placeOfBirth, Boiling Springs, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs, Pennsylvania Context triple: [David S. Kaufman, placeOfBirth, Boiling Springs, Pennsylvania]
-
A.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
-
B.
Quakertown, Pennsylvania
Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
-
C.
Bridgewater, Pennsylvania
Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
-
D.
Mount Holly Springs, Pennsylvania
Mount Holly Springs, Pennsylvania is a small borough in south-central Pennsylvania known for its proximity to the South Mountain range and the nearby Appalachian Trail.
-
E.
Swoyersville, Pennsylvania
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
- 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: Boiling Springs, Pennsylvania Triple: [David S. Kaufman, placeOfBirth, Boiling Springs, Pennsylvania]
Generated description
Boiling Springs, Pennsylvania is a small historic village in Cumberland County known for its natural springs, scenic lake, and role along the Appalachian Trail.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs, Pennsylvania Target entity description: Boiling Springs, Pennsylvania is a small historic village in Cumberland County known for its natural springs, scenic lake, and role along the Appalachian Trail.
-
A.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
-
B.
Quakertown, Pennsylvania
Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
-
C.
Bridgewater, Pennsylvania
Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
-
D.
Mount Holly Springs, Pennsylvania
chosen
Mount Holly Springs, Pennsylvania is a small borough in south-central Pennsylvania known for its proximity to the South Mountain range and the nearby Appalachian Trail.
-
E.
Swoyersville, Pennsylvania
Swoyersville, Pennsylvania is a small borough in Luzerne County that forms part of the suburban communities in the Wyoming Valley region of northeastern Pennsylvania.
- F. None of above.
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_69ca828dec0c81908b8f55a4dbbb53ff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a748f4c8190bcd868de2fcf0b3a |
completed | March 31, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdff156c481909a32be8828f407ad |
completed | March 31, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69cbe4383d0c819085e7c95e7b0be16e |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc34a83cec81908aba7afbaea53449 |
completed | March 31, 2026, 8:55 p.m. |
Created at: March 30, 2026, 5:04 p.m.