Triple
T19427227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hopewell Area School District |
E486010
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
South Heights, Pennsylvania (portions)
South Heights, Pennsylvania (portions) refers to areas of the small borough of South Heights in Beaver County, Pennsylvania that fall within the Hopewell Area School District’s attendance boundaries.
|
E1375373
|
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: South Heights, Pennsylvania (portions) | Statement: [Hopewell Area School District, serves, South Heights, Pennsylvania (portions)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Heights, Pennsylvania (portions) Context triple: [Hopewell Area School District, serves, South Heights, Pennsylvania (portions)]
-
A.
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.
-
B.
Latrobe Heights, Pennsylvania
Latrobe Heights, Pennsylvania is a small residential community located within the Ligonier Valley region of western Pennsylvania.
-
C.
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.
-
D.
Clifton Heights, Pennsylvania
Clifton Heights, Pennsylvania is a small suburban borough in Delaware County, just outside Philadelphia, known for its residential neighborhoods and proximity to regional rail and major roadways.
-
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: South Heights, Pennsylvania (portions) Triple: [Hopewell Area School District, serves, South Heights, Pennsylvania (portions)]
Generated description
South Heights, Pennsylvania (portions) refers to areas of the small borough of South Heights in Beaver County, Pennsylvania that fall within the Hopewell Area School District’s attendance boundaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Heights, Pennsylvania (portions) Target entity description: South Heights, Pennsylvania (portions) refers to areas of the small borough of South Heights in Beaver County, Pennsylvania that fall within the Hopewell Area School District’s attendance boundaries.
-
A.
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.
-
B.
Latrobe Heights, Pennsylvania
Latrobe Heights, Pennsylvania is a small residential community located within the Ligonier Valley region of western Pennsylvania.
-
C.
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.
-
D.
Clifton Heights, Pennsylvania
Clifton Heights, Pennsylvania is a small suburban borough in Delaware County, just outside Philadelphia, known for its residential neighborhoods and proximity to regional rail and major roadways.
-
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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63219f27481909fe686209defc971 |
completed | April 20, 2026, 2:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733d68614819093078d34753ab83d |
completed | May 15, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_6a073491b60c8190a41a15410e865219 |
completed | May 15, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073545b2e48190a8cb78cb25785017 |
completed | May 15, 2026, 3:01 p.m. |
Created at: April 10, 2026, 1:37 p.m.