Triple
T10671991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumru Township, Berks County, Pennsylvania |
E251509
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Flying Hills, Pennsylvania
Flying Hills, Pennsylvania is a residential community and census-designated place in Berks County known for its planned neighborhoods and golf course-centered development.
|
E879723
|
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: Flying Hills, Pennsylvania | Statement: [Cumru Township, Berks County, Pennsylvania, contains, Flying Hills, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flying Hills, Pennsylvania Context triple: [Cumru Township, Berks County, Pennsylvania, contains, Flying Hills, Pennsylvania]
-
A.
Red Hill, Pennsylvania
Red Hill, Pennsylvania is a small borough in Montgomery County that forms part of the suburban region north of Philadelphia.
-
B.
Westgate Hills, Pennsylvania
Westgate Hills, Pennsylvania is a historic residential neighborhood located within Haverford Township in Delaware County, known for its suburban character and community-oriented atmosphere.
-
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.
Sand Hill, Pennsylvania
Sand Hill, Pennsylvania is a small residential borough located within the Lebanon metropolitan area in south-central Pennsylvania.
-
E.
Pleasant Hill, Pennsylvania
Pleasant Hill, Pennsylvania is a small borough located within the Lebanon metropolitan area in south-central Pennsylvania.
- 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: Flying Hills, Pennsylvania Triple: [Cumru Township, Berks County, Pennsylvania, contains, Flying Hills, Pennsylvania]
Generated description
Flying Hills, Pennsylvania is a residential community and census-designated place in Berks County known for its planned neighborhoods and golf course-centered development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flying Hills, Pennsylvania Target entity description: Flying Hills, Pennsylvania is a residential community and census-designated place in Berks County known for its planned neighborhoods and golf course-centered development.
-
A.
Red Hill, Pennsylvania
Red Hill, Pennsylvania is a small borough in Montgomery County that forms part of the suburban region north of Philadelphia.
-
B.
Westgate Hills, Pennsylvania
Westgate Hills, Pennsylvania is a historic residential neighborhood located within Haverford Township in Delaware County, known for its suburban character and community-oriented atmosphere.
-
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.
Sand Hill, Pennsylvania
Sand Hill, Pennsylvania is a small residential borough located within the Lebanon metropolitan area in south-central Pennsylvania.
-
E.
Pleasant Hill, Pennsylvania
Pleasant Hill, Pennsylvania is a small borough located within the Lebanon metropolitan area in south-central Pennsylvania.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f8648a248190a3bd284c569152e4 |
completed | April 9, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9886e3f108190bb6f17d4e2f394ef |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98cdf6f0c8190a5b926c439c1aca6 |
completed | April 10, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98d5557548190a22102f1c8105e6f |
completed | April 10, 2026, 11:52 p.m. |
Created at: April 8, 2026, 9:09 p.m.