Triple
T7807087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, Pennsylvania |
E180581
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Shiremanstown, Pennsylvania
Shiremanstown, Pennsylvania is a small residential borough in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
|
E698402
|
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: Shiremanstown, Pennsylvania | Statement: [Cumberland County, Pennsylvania, containsBorough, Shiremanstown, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shiremanstown, Pennsylvania Context triple: [Cumberland County, Pennsylvania, containsBorough, Shiremanstown, Pennsylvania]
-
A.
Shillington, Pennsylvania
Shillington, Pennsylvania is a small borough in Berks County that functions largely as a residential suburb of nearby Reading.
-
B.
Adamstown, Pennsylvania
Adamstown, Pennsylvania is a small borough in Lancaster County known for its numerous antique shops and markets, earning it the nickname "Antiques Capital of the United States."
-
C.
Stoystown, Pennsylvania
Stoystown, Pennsylvania is a small borough in Somerset County known for its proximity to the Flight 93 National Memorial and its historic role as a rural community in southwestern Pennsylvania.
-
D.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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: Shiremanstown, Pennsylvania Triple: [Cumberland County, Pennsylvania, containsBorough, Shiremanstown, Pennsylvania]
Generated description
Shiremanstown, Pennsylvania is a small residential borough in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shiremanstown, Pennsylvania Target entity description: Shiremanstown, Pennsylvania is a small residential borough in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
-
A.
Shillington, Pennsylvania
Shillington, Pennsylvania is a small borough in Berks County that functions largely as a residential suburb of nearby Reading.
-
B.
Adamstown, Pennsylvania
Adamstown, Pennsylvania is a small borough in Lancaster County known for its numerous antique shops and markets, earning it the nickname "Antiques Capital of the United States."
-
C.
Stoystown, Pennsylvania
Stoystown, Pennsylvania is a small borough in Somerset County known for its proximity to the Flight 93 National Memorial and its historic role as a rural community in southwestern Pennsylvania.
-
D.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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_69ca827f6f148190beca4e245b993506 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf639fba88190a7c117aab19c0b0f |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a3bd2e481908e3d3906755b5b7a |
completed | March 31, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb764973f88190964f91ee7e3fdc06 |
completed | March 31, 2026, 7:22 a.m. |
Created at: March 30, 2026, 4:35 p.m.