Triple
T13118275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton Township, Bucks County, Pennsylvania |
E311653
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Holland, Pennsylvania
Holland, Pennsylvania is a suburban unincorporated community in Bucks County known for its residential neighborhoods, proximity to Philadelphia, and part in the Council Rock School District.
|
E1026091
|
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: Holland, Pennsylvania | Statement: [Northampton Township, Bucks County, Pennsylvania, hasUnincorporatedCommunity, Holland, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holland, Pennsylvania Context triple: [Northampton Township, Bucks County, Pennsylvania, hasUnincorporatedCommunity, Holland, Pennsylvania]
-
A.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
-
B.
New Holland, Pennsylvania
New Holland, Pennsylvania is a small borough in southeastern Pennsylvania known for its agricultural heritage and location within the heart of Amish and Mennonite country.
-
C.
Hamburg, Pennsylvania
Hamburg, Pennsylvania is a small borough in Berks County known for its historic downtown, proximity to the Appalachian Trail, and annual festivals such as the Taste of Hamburg-er.
-
D.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
E.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within 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: Holland, Pennsylvania Triple: [Northampton Township, Bucks County, Pennsylvania, hasUnincorporatedCommunity, Holland, Pennsylvania]
Generated description
Holland, Pennsylvania is a suburban unincorporated community in Bucks County known for its residential neighborhoods, proximity to Philadelphia, and part in the Council Rock School District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holland, Pennsylvania Target entity description: Holland, Pennsylvania is a suburban unincorporated community in Bucks County known for its residential neighborhoods, proximity to Philadelphia, and part in the Council Rock School District.
-
A.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
-
B.
New Holland, Pennsylvania
New Holland, Pennsylvania is a small borough in southeastern Pennsylvania known for its agricultural heritage and location within the heart of Amish and Mennonite country.
-
C.
Hamburg, Pennsylvania
Hamburg, Pennsylvania is a small borough in Berks County known for its historic downtown, proximity to the Appalachian Trail, and annual festivals such as the Taste of Hamburg-er.
-
D.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
E.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5d205408190883b67739d5efaa7 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:06 p.m.