Triple
T22156121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampton Township, Pennsylvania |
E547542
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
North Hills, Pennsylvania
North Hills, Pennsylvania is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping centers.
|
E1523586
|
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: North Hills, Pennsylvania | Statement: [Hampton Township, Pennsylvania, region, North Hills, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Hills, Pennsylvania Context triple: [Hampton Township, Pennsylvania, region, North Hills, Pennsylvania]
-
A.
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.
-
B.
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.
-
C.
Jefferson Hills, Pennsylvania
Jefferson Hills, Pennsylvania is a suburban borough in Allegheny County near Pittsburgh, known for its residential communities, access to major highways, and proximity to the Monongahela River.
-
D.
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.
-
E.
North Point, Pennsylvania
North Point, Pennsylvania is a small community located within the Ligonier Valley region of western 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: North Hills, Pennsylvania Triple: [Hampton Township, Pennsylvania, region, North Hills, Pennsylvania]
Generated description
North Hills, Pennsylvania is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Hills, Pennsylvania Target entity description: North Hills, Pennsylvania is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping centers.
-
A.
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.
-
B.
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.
-
C.
Jefferson Hills, Pennsylvania
Jefferson Hills, Pennsylvania is a suburban borough in Allegheny County near Pittsburgh, known for its residential communities, access to major highways, and proximity to the Monongahela River.
-
D.
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.
-
E.
North Point, Pennsylvania
North Point, Pennsylvania is a small community located within the Ligonier Valley region of western 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9eb8d398819086031725209b6712 |
completed | May 18, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_6a0a9fcd64948190b37649b57b0aeb7b |
completed | May 18, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa06cd2708190856a9e4dd8891eca |
completed | May 18, 2026, 5:15 a.m. |
Created at: April 16, 2026, 8:33 p.m.