Triple
T17834597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hatboro, Pennsylvania |
E445347
|
entity |
| Predicate | adjacentMunicipality |
P5707
|
FINISHED |
| Object | Horsham Township, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (2 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: Horsham Township, Pennsylvania | Statement: [Hatboro, Pennsylvania, adjacentMunicipality, Horsham Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Horsham Township, Pennsylvania Context triple: [Hatboro, Pennsylvania, adjacentMunicipality, Horsham Township, Pennsylvania]
-
A.
Horsham, Pennsylvania
Horsham, Pennsylvania is an unincorporated community and census-designated place in Montgomery County known for its suburban residential character and proximity to major employment centers in the Philadelphia metropolitan area.
-
B.
Horsham Township, Montgomery County, Pennsylvania
chosen
Horsham Township, located in Montgomery County, Pennsylvania, is a suburban community north of Philadelphia known for its residential neighborhoods, business parks, and the former Naval Air Station Joint Reserve Base Willow Grove.
-
C.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
D.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
E.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d271e4481909664897cb789fe4a |
completed | April 19, 2026, 8:07 a.m. |
Created at: April 10, 2026, 10:16 a.m.