Triple
T9636064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abington Township, Montgomery County, Pennsylvania |
E232935
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Upper Moreland Township, Montgomery County, Pennsylvania
Upper Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, local parks, and proximity to Philadelphia.
|
E811545
|
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: Upper Moreland Township, Montgomery County, Pennsylvania | Statement: [Abington Township, Montgomery County, Pennsylvania, borders, Upper Moreland Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Moreland Township, Montgomery County, Pennsylvania Context triple: [Abington Township, Montgomery County, Pennsylvania, borders, Upper Moreland Township, Montgomery County, Pennsylvania]
-
A.
Upper Southampton Township, Bucks County, Pennsylvania
Upper Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to Philadelphia in the Delaware Valley region.
-
B.
Upper Providence Township, Pennsylvania
Upper Providence Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the Perkiomen and Schuylkill creeks.
-
C.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
D.
Upper Allen Township, Pennsylvania
Upper Allen Township, Pennsylvania is a suburban municipality in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
-
E.
West Manchester Township, Pennsylvania
West Manchester Township, Pennsylvania is a suburban municipality in south-central Pennsylvania known for its residential communities, commercial centers, and proximity to the city of York.
- 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: Upper Moreland Township, Montgomery County, Pennsylvania Triple: [Abington Township, Montgomery County, Pennsylvania, borders, Upper Moreland Township, Montgomery County, Pennsylvania]
Generated description
Upper Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, local parks, and proximity to Philadelphia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upper Moreland Township, Montgomery County, Pennsylvania Target entity description: Upper Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, local parks, and proximity to Philadelphia.
-
A.
Upper Southampton Township, Bucks County, Pennsylvania
Upper Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to Philadelphia in the Delaware Valley region.
-
B.
Upper Providence Township, Pennsylvania
Upper Providence Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the Perkiomen and Schuylkill creeks.
-
C.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
D.
Upper Allen Township, Pennsylvania
Upper Allen Township, Pennsylvania is a suburban municipality in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
-
E.
West Manchester Township, Pennsylvania
West Manchester Township, Pennsylvania is a suburban municipality in south-central Pennsylvania known for its residential communities, commercial centers, and proximity to the city of York.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18237e2608190a3e7d45231a35efd |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d18333b5c4819090152a2da5e51e87 |
completed | April 4, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183c8da2c8190a655c49994b94698 |
completed | April 4, 2026, 9:34 p.m. |
Created at: March 30, 2026, 8:11 p.m.