Triple
T1617027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham, Pennsylvania |
E34742
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Durham Township, Bucks County, Pennsylvania
Durham Township, Bucks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its historic iron industry and scenic Delaware River valley landscape.
|
E34742
|
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: Durham Township, Bucks County, Pennsylvania | Statement: [Durham, Pennsylvania, locatedIn, Durham Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durham Township, Bucks County, Pennsylvania Context triple: [Durham, Pennsylvania, locatedIn, Durham Township, Bucks County, Pennsylvania]
-
A.
Durham, Pennsylvania
Durham, Pennsylvania is a small historic village in Bucks County best known as the birthplace and namesake of the flat-bottomed Durham boats used during the American Revolutionary War, including George Washington’s crossing of the Delaware River.
-
B.
East Huntingdon Township, Pennsylvania
East Huntingdon Township, Pennsylvania is a municipality in Westmoreland County known for its historic sites and rural character, including the West Overton Museums complex.
-
C.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
D.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
E.
Peters Township, Pennsylvania
Peters Township, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, strong public schools, and relatively affluent population.
- 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: Durham Township, Bucks County, Pennsylvania Triple: [Durham, Pennsylvania, locatedIn, Durham Township, Bucks County, Pennsylvania]
Generated description
Durham Township, Bucks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its historic iron industry and scenic Delaware River valley landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Durham Township, Bucks County, Pennsylvania Target entity description: Durham Township, Bucks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its historic iron industry and scenic Delaware River valley landscape.
-
A.
Durham, Pennsylvania
chosen
Durham, Pennsylvania is a small historic village in Bucks County best known as the birthplace and namesake of the flat-bottomed Durham boats used during the American Revolutionary War, including George Washington’s crossing of the Delaware River.
-
B.
East Huntingdon Township, Pennsylvania
East Huntingdon Township, Pennsylvania is a municipality in Westmoreland County known for its historic sites and rural character, including the West Overton Museums complex.
-
C.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
D.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
E.
Peters Township, Pennsylvania
Peters Township, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, strong public schools, and relatively affluent population.
- F. None of above.
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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909abbec081908f95547471530ad5 |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51cf7b7c8190847ab6795fb5613b |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad52dee83c819080b58e67dcd7bb2b |
completed | March 8, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad534ab0d88190acaa8a5e66fcb0d6 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.