Triple
T21098330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lancaster Airport (Pennsylvania) |
E519826
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Manheim Township, Pennsylvania
Manheim Township, Pennsylvania is a suburban municipality in Lancaster County known for its residential communities, schools, and proximity to the city of Lancaster.
|
E1466420
|
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: Manheim Township, Pennsylvania | Statement: [Lancaster Airport (Pennsylvania), locatedIn, Manheim Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manheim Township, Pennsylvania Context triple: [Lancaster Airport (Pennsylvania), locatedIn, Manheim Township, Pennsylvania]
-
A.
Farmington Township, Pennsylvania
Farmington Township, Pennsylvania is a rural township located in Warren County in the northwestern part of the state.
-
B.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
C.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
-
D.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
-
E.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern 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: Manheim Township, Pennsylvania Triple: [Lancaster Airport (Pennsylvania), locatedIn, Manheim Township, Pennsylvania]
Generated description
Manheim Township, Pennsylvania is a suburban municipality in Lancaster County known for its residential communities, schools, and proximity to the city of Lancaster.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manheim Township, Pennsylvania Target entity description: Manheim Township, Pennsylvania is a suburban municipality in Lancaster County known for its residential communities, schools, and proximity to the city of Lancaster.
-
A.
Farmington Township, Pennsylvania
Farmington Township, Pennsylvania is a rural township located in Warren County in the northwestern part of the state.
-
B.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
C.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
-
D.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
-
E.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e71b5a3a9481908e30fba9717dc461 |
completed | April 21, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a095a60c2ec8190a7383948f0ff6cac |
completed | May 17, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_6a095c017bec81909fd6c73a0fb677df |
completed | May 17, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a095cee4c308190a08844f285231ff9 |
completed | May 17, 2026, 6:15 a.m. |
Created at: April 16, 2026, 2:52 p.m.