Triple
T7885326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham Furnace site |
E183087
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Durham Township, Pennsylvania
Durham Township, Pennsylvania is a small rural municipality in Bucks County known historically for its early iron-making industry centered around the Durham Furnace.
|
E696300
|
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, Pennsylvania | Statement: [Durham Furnace site, locatedIn, Durham Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durham Township, Pennsylvania Context triple: [Durham Furnace site, locatedIn, Durham Township, Pennsylvania]
-
A.
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.
-
B.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
C.
Wilmington Township, Pennsylvania
Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
-
D.
Hampton Township, Pennsylvania
Hampton Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, quality schools, and parks within the North Hills region.
-
E.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
- 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, Pennsylvania Triple: [Durham Furnace site, locatedIn, Durham Township, Pennsylvania]
Generated description
Durham Township, Pennsylvania is a small rural municipality in Bucks County known historically for its early iron-making industry centered around the Durham Furnace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Durham Township, Pennsylvania Target entity description: Durham Township, Pennsylvania is a small rural municipality in Bucks County known historically for its early iron-making industry centered around the Durham Furnace.
-
A.
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.
-
B.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
C.
Wilmington Township, Pennsylvania
Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
-
D.
Hampton Township, Pennsylvania
Hampton Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, quality schools, and parks within the North Hills region.
-
E.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
- 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.