Triple
T12517683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Falls Township, Pennsylvania |
E299229
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Fairless Hills, Pennsylvania
Fairless Hills, Pennsylvania is a suburban community in Bucks County known for its mid-20th-century planned residential development and proximity to major industrial and commercial centers.
|
E997087
|
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: Fairless Hills, Pennsylvania | Statement: [Falls Township, Pennsylvania, contains, Fairless Hills, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fairless Hills, Pennsylvania Context triple: [Falls Township, Pennsylvania, contains, Fairless Hills, Pennsylvania]
-
A.
Belmont Hills, Pennsylvania
Belmont Hills, Pennsylvania is a residential community in Lower Merion Township, Montgomery County, known for its hilly terrain, proximity to the Schuylkill River, and inclusion in the suburban Philadelphia Main Line area.
-
B.
Forest Hills, Pennsylvania
Forest Hills, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its suburban character and proximity to several neighboring Mon Valley communities.
-
C.
Pleasant Hills, Pennsylvania
Pleasant Hills, Pennsylvania is a suburban borough in Allegheny County near Pittsburgh, known primarily as a residential community with commercial corridors and access to major regional roadways.
-
D.
Berkshire Heights, Pennsylvania
Berkshire Heights, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential area near Reading.
-
E.
Garnet Valley, Pennsylvania
Garnet Valley, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and well-regarded school district.
- 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: Fairless Hills, Pennsylvania Triple: [Falls Township, Pennsylvania, contains, Fairless Hills, Pennsylvania]
Generated description
Fairless Hills, Pennsylvania is a suburban community in Bucks County known for its mid-20th-century planned residential development and proximity to major industrial and commercial centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fairless Hills, Pennsylvania Target entity description: Fairless Hills, Pennsylvania is a suburban community in Bucks County known for its mid-20th-century planned residential development and proximity to major industrial and commercial centers.
-
A.
Belmont Hills, Pennsylvania
Belmont Hills, Pennsylvania is a residential community in Lower Merion Township, Montgomery County, known for its hilly terrain, proximity to the Schuylkill River, and inclusion in the suburban Philadelphia Main Line area.
-
B.
Forest Hills, Pennsylvania
Forest Hills, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its suburban character and proximity to several neighboring Mon Valley communities.
-
C.
Pleasant Hills, Pennsylvania
Pleasant Hills, Pennsylvania is a suburban borough in Allegheny County near Pittsburgh, known primarily as a residential community with commercial corridors and access to major regional roadways.
-
D.
Berkshire Heights, Pennsylvania
Berkshire Heights, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential area near Reading.
-
E.
Garnet Valley, Pennsylvania
Garnet Valley, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and well-regarded school district.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545a2e188190bb92120df740003d |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6718cd6288190ad080f469f334caf |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f67285019c8190be831d3f72cf121f |
completed | May 2, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67323a724819092425cdb3a070b96 |
completed | May 2, 2026, 9:56 p.m. |
Created at: April 8, 2026, 9:57 p.m.