Triple
T7885286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham Furnace |
E183086
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Durham Township, Bucks County, Pennsylvania
Durham Township, Bucks County, Pennsylvania is a small rural municipality in the northeastern part of the state, historically known for its early iron industry and colonial-era Durham Furnace.
|
E696299
|
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 Furnace, 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 Furnace, locatedIn, Durham Township, Bucks County, Pennsylvania]
-
A.
Northampton Township, Bucks County, Pennsylvania
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
-
B.
South Londonderry Township, Pennsylvania
South Londonderry Township, Pennsylvania is a primarily rural residential community in Lebanon County known for its small-town character and proximity to the greater Harrisburg–Lebanon–Lancaster region.
-
C.
Newtown Township, Delaware County, Pennsylvania
Newtown Township, Delaware County, Pennsylvania is a suburban municipality west of Philadelphia known for its residential communities, historic sites, and part of the Main Line region.
-
D.
Warwick Township, Bucks County, Pennsylvania
Warwick Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, parks, and local history.
-
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: Durham Township, Bucks County, Pennsylvania Triple: [Durham Furnace, locatedIn, Durham Township, Bucks County, Pennsylvania]
Generated description
Durham Township, Bucks County, Pennsylvania is a small rural municipality in the northeastern part of the state, historically known for its early iron industry and colonial-era Durham Furnace.
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 small rural municipality in the northeastern part of the state, historically known for its early iron industry and colonial-era Durham Furnace.
-
A.
Northampton Township, Bucks County, Pennsylvania
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
-
B.
South Londonderry Township, Pennsylvania
South Londonderry Township, Pennsylvania is a primarily rural residential community in Lebanon County known for its small-town character and proximity to the greater Harrisburg–Lebanon–Lancaster region.
-
C.
Newtown Township, Delaware County, Pennsylvania
Newtown Township, Delaware County, Pennsylvania is a suburban municipality west of Philadelphia known for its residential communities, historic sites, and part of the Main Line region.
-
D.
Warwick Township, Bucks County, Pennsylvania
Warwick Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, parks, and local history.
-
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_69ca828af6e48190a06ee7010d8f0e64 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39d62a148190bed4e0d199aa427b |
completed | March 31, 2026, 3:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b9286c881909ec01cb899e71d42 |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb5df0287881908bce1a4449e9f252 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb769944d08190ba8c2f5fe76e037b |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 4:59 p.m.