Triple
T8041044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham Avenue (north end) |
E187438
|
entity |
| Predicate | nearbyJurisdiction |
P12057
|
FINISHED |
| Object | Cheltenham Township, Montgomery County, Pennsylvania |
E406720
|
NE FINISHED |
How this triple was built (3 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: Cheltenham Township, Montgomery County, Pennsylvania | Statement: [Cheltenham Avenue (north end), nearbyJurisdiction, Cheltenham Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township, Montgomery County, Pennsylvania Context triple: [Cheltenham Avenue (north end), nearbyJurisdiction, Cheltenham Township, Montgomery County, Pennsylvania]
-
A.
Cheltenham, Pennsylvania
chosen
Cheltenham, Pennsylvania is a suburban township just outside Philadelphia known for its historic communities and role in the region’s abolitionist and Quaker heritage.
-
B.
West Whiteland Township, Chester County, Pennsylvania
West Whiteland Township, Chester County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its commercial hub around Exton and its location along major transportation corridors west of Philadelphia.
-
C.
Caln Township, Chester County, Pennsylvania
Caln Township, located in Chester County, Pennsylvania, is a suburban municipality west of Philadelphia that includes communities such as Thorndale and is known for its mix of residential neighborhoods, commercial areas, and historical sites.
-
D.
Upper Chichester Township, Pennsylvania
Upper Chichester Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and proximity to major employment and transportation centers in the greater Philadelphia region.
-
E.
Northampton Township, Bucks County, Pennsylvania
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearbyJurisdiction Context triple: [Cheltenham Avenue (north end), nearbyJurisdiction, Cheltenham Township, Montgomery County, Pennsylvania]
-
A.
nearbyState
Indicates that one state is geographically adjacent to or in close proximity to another state.
-
B.
governingBodyNearby
chosen
Indicates that a governing body is located in close physical proximity to the referenced entity or area.
-
C.
countyJurisdiction
Indicates that one entity (typically a government body or authority) has legal or administrative jurisdiction over a specific county.
-
D.
hasNearbyCounty
Indicates that one county is geographically close to or directly adjacent to another county.
-
E.
residesNear
Indicates that one entity lives or is located in close physical proximity to another entity.
- F. None of above.
Provenance (4 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_69ca82b00cb48190b59a300f70e97bd7 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3f1d62c48190bf4a6cd17517c5dc |
completed | March 31, 2026, 3:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc5706a4a881909758ea34cf5c0cf2 |
completed | March 31, 2026, 11:21 p.m. |
| PD | Predicate disambiguation | batch_69cb049688208190b32088bd2c5930bc |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:23 p.m.