Triple
T17900751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren County, Pennsylvania |
E447569
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Youngsville, Pennsylvania
Youngsville, Pennsylvania is a small borough in northwestern Pennsylvania known for its historic charm and proximity to outdoor recreation in the Allegheny region.
|
E1295638
|
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: Youngsville, Pennsylvania | Statement: [Warren County, Pennsylvania, hasMunicipality, Youngsville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Youngsville, Pennsylvania Context triple: [Warren County, Pennsylvania, hasMunicipality, Youngsville, Pennsylvania]
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
Newville, Pennsylvania
Newville, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and historic charm within the Cumberland Valley region.
-
C.
Youngwood, Pennsylvania
Youngwood, Pennsylvania is a small borough in Westmoreland County known historically as a railroad town and situated in the Pittsburgh metropolitan area.
-
D.
Churchville, Pennsylvania
Churchville, Pennsylvania is an unincorporated suburban community in Bucks County known for its residential neighborhoods and proximity to the greater Philadelphia area.
-
E.
Marysville, Pennsylvania
Marysville, Pennsylvania is a small borough in central Pennsylvania that serves as the primary population center of Perry County.
- 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: Youngsville, Pennsylvania Triple: [Warren County, Pennsylvania, hasMunicipality, Youngsville, Pennsylvania]
Generated description
Youngsville, Pennsylvania is a small borough in northwestern Pennsylvania known for its historic charm and proximity to outdoor recreation in the Allegheny region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Youngsville, Pennsylvania Target entity description: Youngsville, Pennsylvania is a small borough in northwestern Pennsylvania known for its historic charm and proximity to outdoor recreation in the Allegheny region.
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
Newville, Pennsylvania
Newville, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and historic charm within the Cumberland Valley region.
-
C.
Youngwood, Pennsylvania
Youngwood, Pennsylvania is a small borough in Westmoreland County known historically as a railroad town and situated in the Pittsburgh metropolitan area.
-
D.
Churchville, Pennsylvania
Churchville, Pennsylvania is an unincorporated suburban community in Bucks County known for its residential neighborhoods and proximity to the greater Philadelphia area.
-
E.
Marysville, Pennsylvania
Marysville, Pennsylvania is a small borough in central Pennsylvania that serves as the primary population center of Perry County.
- 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49d8321bc8190a3f679d96323cbbb |
completed | April 19, 2026, 9:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a031b286b088190b6cf9731da839669 |
completed | May 12, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a031c3658988190b59fa17d616cad9b |
completed | May 12, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a031c9914dc819099da3b2174a5fbc7 |
completed | May 12, 2026, 12:27 p.m. |
Created at: April 10, 2026, 10:19 a.m.