Triple
T6854029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amity Township, Berks County, Pennsylvania |
E158092
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Amity Gardens, Pennsylvania
Amity Gardens, Pennsylvania is a residential community and census-designated place in Berks County known for its suburban character within Amity Township.
|
E624430
|
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: Amity Gardens, Pennsylvania | Statement: [Amity Township, Berks County, Pennsylvania, contains, Amity Gardens, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amity Gardens, Pennsylvania Context triple: [Amity Township, Berks County, Pennsylvania, contains, Amity Gardens, Pennsylvania]
-
A.
Parkside, Pennsylvania
Parkside, Pennsylvania is a small residential borough located in Delaware County, just outside Philadelphia.
-
B.
Allison Park, Pennsylvania
Allison Park, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known as a residential area within the Pittsburgh metropolitan region.
-
C.
Folcroft, Pennsylvania
Folcroft, Pennsylvania is a small suburban borough located just southwest of Philadelphia in Delaware County.
-
D.
Wilmerding, Pennsylvania
Wilmerding, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a company town for the Westinghouse Air Brake Company.
-
E.
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.
- 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: Amity Gardens, Pennsylvania Triple: [Amity Township, Berks County, Pennsylvania, contains, Amity Gardens, Pennsylvania]
Generated description
Amity Gardens, Pennsylvania is a residential community and census-designated place in Berks County known for its suburban character within Amity Township.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amity Gardens, Pennsylvania Target entity description: Amity Gardens, Pennsylvania is a residential community and census-designated place in Berks County known for its suburban character within Amity Township.
-
A.
Parkside, Pennsylvania
Parkside, Pennsylvania is a small residential borough located in Delaware County, just outside Philadelphia.
-
B.
Allison Park, Pennsylvania
Allison Park, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known as a residential area within the Pittsburgh metropolitan region.
-
C.
Folcroft, Pennsylvania
Folcroft, Pennsylvania is a small suburban borough located just southwest of Philadelphia in Delaware County.
-
D.
Wilmerding, Pennsylvania
Wilmerding, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a company town for the Westinghouse Air Brake Company.
-
E.
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.
- 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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fdda9cc8190b039f892d046d7af |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c73913cac88190b97db49266b30b23 |
completed | March 28, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c739c4313881909fa14f471db0f923 |
completed | March 28, 2026, 2:15 a.m. |
Created at: March 27, 2026, 2:20 p.m.